Explore this PDF to know Symantec intelligence report for OCT 2015 from Symantec Global Intelligence Network.
Enjoy this report and feel free to contact us with any comments or feedback.
Important points you have to note down from this report:
- The number of new malware
- Spam have been increasing over the last few month
- Finance, Insurance, & Real Estate sector was the most targeted sector in OCT month
This document provides a summary of cybersecurity threats and trends from Symantec's January 2014 Intelligence Report. Some key highlights include:
- Two large data breaches were reported in January exposing over 105 million identities total. The number exposed in a November breach was adjusted upwards to 110 million identities.
- Targeted attacks increased in January to their highest level since August 2013, with manufacturing and non-traditional services being the most targeted industries.
- 555 new vulnerabilities were reported in January, bringing the 12-month total to 6443. Google Chrome and Oracle Java had the most browser and plugin vulnerabilities respectively.
- The global spam rate decreased slightly while phishing and email virus rates also reduced. Sex
In 2017, there were over 1,765 data breach incidents compromising over 2.6 billion records. The largest breaches stemmed from poor security practices and accidental data exposures, rather than external hacking attacks. Notable breaches included the Equifax breach of 147 million Americans' personal data due to unpatched vulnerabilities, and accidental exposures of personal data by Deep Root Analytics, River City Media, and Alteryx due to misconfigured cloud storage settings. Looking ahead, new regulations like the EU's GDPR have the potential to increase transparency around data breaches.
Etude PwC/CIO/CSO sur la sécurité de l'information (2014)PwC France
http://bit.ly/Cybersecurite-sept14
Etude mondiale de PwC, CIO et CSO réalisée en ligne du 27 mars 2014 au 25 mai 2014. Les résultats présentés ici sont fondés sur les réponses de plus de 9700 CEO, CFO, CIO, RSSI, les OSC, les vice-présidents et des directeurs de l'information et des pratiques de sécurité de plus de 154 pays.
35 % des répondants sont d'Amérique du Nord, 34 % d'Europe, 14 % d'Asie-Pacifique, 13 % en Amérique du Sud, et 4 % du Moyen-Orient et d’Afrique.
This document summarizes key trends from the Symantec Internet Security Threat Report for 2013. It finds that 2013 saw a dramatic rise in large data breaches exposing over 10 million identities each. Targeted attacks increased and evolved to use more "low and slow" spear phishing campaigns. More zero-day vulnerabilities were discovered in 2013 than any other year, facilitating watering hole attacks against unpatched websites.
Istr number 23 internet security threat repor 2018 symantecSoluciona Facil
The document summarizes key trends in cybercrime in 2017, including a massive 34,000% increase in coin mining detections as criminals shifted focus from ransomware. Ransomware detections remained high but did not break the 2016 record. Targeted banking Trojan Emotet reemerged and increased 2000%. The document also discusses the notable WannaCry and Petya attacks but notes they were exceptions and do not represent overall ransomware trends in 2017.
Ransomware became a major cyberthreat in 2016, especially in the United States. Ransomware payments increased 771% from 2015 to 2016. The healthcare and education industries were among the most affected. In 2017, experts predict that ransomware will continue to spread rapidly across more devices and sectors. New variants will emerge using improved encryption and different delivery methods. Ransomware criminals are expected to make over $5 billion. Strong backups remain the best defense against ransomware attacks.
The document summarizes cyber threat trends in 2018 according to a Symantec report. It saw a rise in formjacking attacks that steal payment card data, though cryptojacking activity declined along with cryptocurrency values. Ransomware infections decreased overall but rose for enterprises. Living off the land attacks using tools like PowerShell increased substantially. Targeted attacks grew more sophisticated with groups targeting operational systems and destructive malware.
This document provides a summary of cybersecurity threats and trends from Symantec's January 2014 Intelligence Report. Some key highlights include:
- Two large data breaches were reported in January exposing over 105 million identities total. The number exposed in a November breach was adjusted upwards to 110 million identities.
- Targeted attacks increased in January to their highest level since August 2013, with manufacturing and non-traditional services being the most targeted industries.
- 555 new vulnerabilities were reported in January, bringing the 12-month total to 6443. Google Chrome and Oracle Java had the most browser and plugin vulnerabilities respectively.
- The global spam rate decreased slightly while phishing and email virus rates also reduced. Sex
In 2017, there were over 1,765 data breach incidents compromising over 2.6 billion records. The largest breaches stemmed from poor security practices and accidental data exposures, rather than external hacking attacks. Notable breaches included the Equifax breach of 147 million Americans' personal data due to unpatched vulnerabilities, and accidental exposures of personal data by Deep Root Analytics, River City Media, and Alteryx due to misconfigured cloud storage settings. Looking ahead, new regulations like the EU's GDPR have the potential to increase transparency around data breaches.
Etude PwC/CIO/CSO sur la sécurité de l'information (2014)PwC France
http://bit.ly/Cybersecurite-sept14
Etude mondiale de PwC, CIO et CSO réalisée en ligne du 27 mars 2014 au 25 mai 2014. Les résultats présentés ici sont fondés sur les réponses de plus de 9700 CEO, CFO, CIO, RSSI, les OSC, les vice-présidents et des directeurs de l'information et des pratiques de sécurité de plus de 154 pays.
35 % des répondants sont d'Amérique du Nord, 34 % d'Europe, 14 % d'Asie-Pacifique, 13 % en Amérique du Sud, et 4 % du Moyen-Orient et d’Afrique.
This document summarizes key trends from the Symantec Internet Security Threat Report for 2013. It finds that 2013 saw a dramatic rise in large data breaches exposing over 10 million identities each. Targeted attacks increased and evolved to use more "low and slow" spear phishing campaigns. More zero-day vulnerabilities were discovered in 2013 than any other year, facilitating watering hole attacks against unpatched websites.
Istr number 23 internet security threat repor 2018 symantecSoluciona Facil
The document summarizes key trends in cybercrime in 2017, including a massive 34,000% increase in coin mining detections as criminals shifted focus from ransomware. Ransomware detections remained high but did not break the 2016 record. Targeted banking Trojan Emotet reemerged and increased 2000%. The document also discusses the notable WannaCry and Petya attacks but notes they were exceptions and do not represent overall ransomware trends in 2017.
Ransomware became a major cyberthreat in 2016, especially in the United States. Ransomware payments increased 771% from 2015 to 2016. The healthcare and education industries were among the most affected. In 2017, experts predict that ransomware will continue to spread rapidly across more devices and sectors. New variants will emerge using improved encryption and different delivery methods. Ransomware criminals are expected to make over $5 billion. Strong backups remain the best defense against ransomware attacks.
The document summarizes cyber threat trends in 2018 according to a Symantec report. It saw a rise in formjacking attacks that steal payment card data, though cryptojacking activity declined along with cryptocurrency values. Ransomware infections decreased overall but rose for enterprises. Living off the land attacks using tools like PowerShell increased substantially. Targeted attacks grew more sophisticated with groups targeting operational systems and destructive malware.
company names mentioned herein are for identification and educational purposes only and are the property of, and may be trademarks of, their respective owners.
The Symantec Intelligence Report for December 2013 provides the following key information:
1) Targeted attacks decreased in December after above average numbers in October and November. Large organizations of 2500+ employees are targeted in 39% of attacks.
2) The number of data breaches reported increased in December, many of which occurred earlier in the year. The largest breach exposed 40 million identities in November.
3) The number of new mobile malware variants declined for the third straight month to 161 new variants in December.
4) A total of 471 new vulnerabilities were discovered in December, bringing the yearly total to 6,436. Browser vulnerabilities in Google Chrome and plug-in vulnerabilities in Oracle Java led among
Symantec Internet Security Threat Report 2011 Trends Volume 17 April 2012Symantec
Symantec's 2011 Internet Security Threat Report, Volume 17 shows that while the number of vulnerabilities decreased by 20 percent, the number of malicious attacks continued to skyrocket by 81 percent. In addition, the report highlights that advanced targeted attacks are spreading to organizations of all sizes and variety of personnel, data breaches are increasing, and that attackers are focusing on mobile threats.
Symantec's Internet Security Threat Report, Volume 18 revealed a 42 percent surge during 2012 in targeted attacks compared to the prior year. Designed to steal intellectual property, these targeted cyberespionage attacks are increasingly hitting the manufacturing sector as well as small businesses, which are the target of 31 percent of these attacks. Small businesses are attractive targets themselves and a way in to ultimately reach larger companies via “watering hole” techniques. In addition, consumers remain vulnerable to ransomware and mobile threats, particularly on the Android platform.
Cscu module 11 security on social networking sitesSejahtera Affif
1) A Microsoft security report found that phishing attacks on social networks increased 1200% in 2020, with 84.5% using social networks as a "lure" in December.
2) Social networks are lucrative targets for cyber criminals trying to trick users into revealing information or downloading malware.
3) The report warns that the popularity of social networks allows criminals to directly target users and their friends/family through impersonation.
This brief presentation gives you a quick overview on how the Cyber Threat Landscape is shaping up in 2017 for individuals and business owners alike. It puts forth some important trends and predictions.
Symantec Intelligence Report November 2014Symantec
There was a significant jump in emails containing malicious URLs during the month of November, where 41 percent of emailborne malware contained a link to a malicious or compromised website. The last time we saw this level of activity was back in August of 2013. Since then, URL malware had been present in 3 to 16 percent of malicious emails each month, until this recent surge.
We have reason to believe that the Cutwail botnet is responsible for some of this increase. However, this botnet only makes up 3.7 percent of total botnet activity tracked in November. Kelihos and Gamut appear to be in the number one and two positions, comprising 19.2 and 18.8 percent respectively.
The topics in the campaigns we’ve seen so far include fake telecom billing notices, as well as fax and voicemail spam, and government levied fines. The URLs in the first two campaigns appear to be downloaders that will install further malware on a compromised computer, while the third campaign leads to fake captcha sites hosting crypto-ransomware.
Ransomware as a whole continues to decline as the year progresses. However, the amount of crypto-ransomware seen continues to comprise a larger portion of this type of malware. This particularly aggressive form of ransomware made up 38 percent of all ransomware in the month of November.
Public Relations Campaign for SecureWorks for IMC 618: PR Concepts & Strategy. Campaign is focused on increasing brand awareness among both big and small businesses as well as potential investors.
Welcome to the July edition of the Symantec Intelligence report. Symantec Intelligence aims to provide the latest analysis of cyber security threats, trends, and insights concerning malware, spam, and other potentially harmful business risks. Symantec has established the most comprehensive source of Internet threat data in the world through the Symantec Global Intelligence Network, which is made up of more than 41.5 million attack sensors and records thousands of events per second. This network monitors threat activity in over 157 countries and territories through a combination of Symantec products and services such as Symantec DeepSight Threat Management System, Symantec Managed Security Services, Norton consumer products, and other third-party data sources.
The average number of spear-phishing attacks per day has dropped back to a similar level seen in May. The .doc file type continues to be the most common attachment type used in spear-phishing attacks, followed by .exe files. Organizations with 2500+ employees were the most likely to be targeted, which non-traditional services, such as Business, Amusement, and Repair-related services, lead the Top-Ten Industries targeted, followed by Manufacturing.
The largest data breach reported in July resulted in the exposure of 900,000 identities. Hackers continue to be responsible for 49 % of data breaches over the last 12 months, most often exposing real names, government ID numbers, such as Social Security numbers, and home addresses in the data breaches. W32.Sality and W32.Ramnit variants continue to dominate the top-ten malware list. The most common OSX threat seen was OSX.RSPlug.A, making up 38 % of all OSX malware found on OSX Endpoints.
There were 575 vulnerabilities disclosed during the month of July, though no zero-day vulnerabilities discovered. Internet Explorer has reported the most browser vulnerabilities in the last 12 months, while Oracle’s Java reported the most plug-in vulnerabilities over the same time period.
There were four Android malware families discovered in July. Of the mobile threats discovered in the last 12 months, 24 % steal information from the device and 22 % track the device’s user. In terms of social networking scams, 63 % were fake offerings and 27 % were manually shared scams.
Finally, the phishing rate was down in July, at one in 1,299 emails, down from one in 496 emails in June. The global spam rate was 63.7 % for the month of July, one out of every 351 emails contained a virus, and of the email traffic in the month of July, 7.9 % contained a malicious URL. We hope that you enjoy this month’s report and feel free to contact us with any comments or feedback.
This document discusses the growing threat of cyber crime and terrorism posed by the internet. It provides statistics showing a rapid rise in internet-related criminal complaints and losses. Specifically, the US saw a 22% increase in complaints from 2008-2009, with losses rising from $264.6 million to $559.7 million. Other countries like Belgium, South Korea, and European/East Asian nations also saw large increases in cyber crime. The document examines how critical infrastructure systems are vulnerable, citing examples of attacks on Iran's nuclear power plant and Chinese hacking of Taiwanese government computers, representing the emergence of online warfare. It argues the internet poses a serious and growing threat to national security worldwide.
The largest data breach reported in June resulted in the exposure up 1.3 million identities. This seems like a small number when compared to the 145 million exposed in the largest breach of May. However, while reported in June, this breach also took place during the month of May. This brings the total number of identities exposed in May to over 147 million, which is the second-worst month for data breaches in the last 12 months.
There was an average of 88 spear-phishing attacks per day in June. This appears to be a return of spear-phishing levels seen in the months of March and April, after the average per day dropped in May.
A relatively new OSX threat by the name of OSX.Stealbit.B topped our list of OSX malware, responsible for 25.7 percent of OSX threat found on OSX systems. This threat looks for specific bitcoin-related software on OSX computers and will attempt to modify the programs in order to steal bitcoins.
The number of Android variants per family reached the lowest levels seen in the last twelve months. While there was not a significant change in the number of families discovered in June, this may indicate that attackers have had more success with their current set of threats, reducing their need to create multiple variants.
June was a quiet month for vulnerabilities, where (only) 438 were reported—tying the lowest number reported in the last 12 months. There were no zero day vulnerabilities disclosed during the month.
Highlights from June 2014 Intelligence Report
Key Findings
There was an average of 88 spear-phishing attacks per day in June.
The number of Android variants per family reached the lowest levels seen in the last twelve months, at 18 variants per family.
The largest data breach reported in June took place in May, and resulted in the exposure of 1.3 million identities.
The document summarizes key findings from a report on cyber threats targeting the financial services sector. The top three findings are:
1. Financial services encounters security incidents 300% more frequently than other industries due to being a prime target.
2. 33% of all reconnaissance and lure attacks target financial services, indicating large efforts to compromise financial institutions.
3. Credential stealing attacks are prominent, with the top threats like Rerdom, Vawtrak, and Geodo having credential theft capabilities. Geodo is seen 400% more in financial services.
As telcos go digital, cybersecurity risks intensify by pwcMert Akın
globalaviationairospace.com
Cyber security for telecommunications companies
The rewards and risks of the cloud, devices, and data
The fastest growing sources of security incidents, increase over 2013
Security strategies for evolving technologies
Strategic initiatives to improve cybersecurity
In 2013, targeted attacks increased, with spear-phishing attacks rising 91% over 2012. Watering hole attacks utilizing unpatched website vulnerabilities and zero-day exploits also grew. Eight data breaches exposed over 10 million identities each, termed "mega breaches". A total of 552 million identities were breached in 2013, over 5 times more than the 93 million in 2012. Web attacks blocked per day rose 23% from 2012. 78% of websites had vulnerabilities, and 16% had critical vulnerabilities that could be easily exploited by attackers.
The FBI is the lead federal agency for investigating malicious cyber activity by criminals, nation-state adversaries, and terrorists. To fulfill this mission, the FBI often develops resources to enhance operations and collaboration. One such resource is the FBI’s Internet Crime Complaint Center (IC3) which provides the public with a trustworthy and convenient mechanism for reporting information concerning suspected Internet-facilitated criminal activity. At the end of every year, the IC3 collates information collected into an annual report.
Credit is due to all original authors and no financial gain was made from the blog, Simply sharing an interesting story for educational purposes,
B istr main-report_v18_2012_21291018.en-usКомсс Файквэе
The document summarizes key internet security trends from 2012, as analyzed by Symantec Corporation in their Internet Security Threat Report. Some of the top trends include:
1) Small businesses were increasingly targeted by attackers, with 50% of attacks aimed at businesses with less than 2,500 employees. Small businesses are seen as having weaker security defenses.
2) Malware authors sought to steal users' private information through spying on computers, mobile devices, and social networks, in order to profit through identity theft and banking fraud. Targeted attacks involved extensive profiling of victims.
3) The rise of mobile malware continued significantly, with a 58% increase in mobile malware families compared to 2011. However, mobile
Dokumen tersebut memberikan petunjuk praktis untuk membuat konten yang menarik perhatian dan meningkatkan penjualan. Dokumen tersebut menjelaskan empat langkah utama yaitu mengenali audiens, melakukan audit konten, memetakan konten ke dalam siklus pembelian, dan membuat kalender editorial. Langkah-langkah tersebut bertujuan untuk membantu membangun strategi pembuatan konten yang tepat sasaran dan efektif.
company names mentioned herein are for identification and educational purposes only and are the property of, and may be trademarks of, their respective owners.
The Symantec Intelligence Report for December 2013 provides the following key information:
1) Targeted attacks decreased in December after above average numbers in October and November. Large organizations of 2500+ employees are targeted in 39% of attacks.
2) The number of data breaches reported increased in December, many of which occurred earlier in the year. The largest breach exposed 40 million identities in November.
3) The number of new mobile malware variants declined for the third straight month to 161 new variants in December.
4) A total of 471 new vulnerabilities were discovered in December, bringing the yearly total to 6,436. Browser vulnerabilities in Google Chrome and plug-in vulnerabilities in Oracle Java led among
Symantec Internet Security Threat Report 2011 Trends Volume 17 April 2012Symantec
Symantec's 2011 Internet Security Threat Report, Volume 17 shows that while the number of vulnerabilities decreased by 20 percent, the number of malicious attacks continued to skyrocket by 81 percent. In addition, the report highlights that advanced targeted attacks are spreading to organizations of all sizes and variety of personnel, data breaches are increasing, and that attackers are focusing on mobile threats.
Symantec's Internet Security Threat Report, Volume 18 revealed a 42 percent surge during 2012 in targeted attacks compared to the prior year. Designed to steal intellectual property, these targeted cyberespionage attacks are increasingly hitting the manufacturing sector as well as small businesses, which are the target of 31 percent of these attacks. Small businesses are attractive targets themselves and a way in to ultimately reach larger companies via “watering hole” techniques. In addition, consumers remain vulnerable to ransomware and mobile threats, particularly on the Android platform.
Cscu module 11 security on social networking sitesSejahtera Affif
1) A Microsoft security report found that phishing attacks on social networks increased 1200% in 2020, with 84.5% using social networks as a "lure" in December.
2) Social networks are lucrative targets for cyber criminals trying to trick users into revealing information or downloading malware.
3) The report warns that the popularity of social networks allows criminals to directly target users and their friends/family through impersonation.
This brief presentation gives you a quick overview on how the Cyber Threat Landscape is shaping up in 2017 for individuals and business owners alike. It puts forth some important trends and predictions.
Symantec Intelligence Report November 2014Symantec
There was a significant jump in emails containing malicious URLs during the month of November, where 41 percent of emailborne malware contained a link to a malicious or compromised website. The last time we saw this level of activity was back in August of 2013. Since then, URL malware had been present in 3 to 16 percent of malicious emails each month, until this recent surge.
We have reason to believe that the Cutwail botnet is responsible for some of this increase. However, this botnet only makes up 3.7 percent of total botnet activity tracked in November. Kelihos and Gamut appear to be in the number one and two positions, comprising 19.2 and 18.8 percent respectively.
The topics in the campaigns we’ve seen so far include fake telecom billing notices, as well as fax and voicemail spam, and government levied fines. The URLs in the first two campaigns appear to be downloaders that will install further malware on a compromised computer, while the third campaign leads to fake captcha sites hosting crypto-ransomware.
Ransomware as a whole continues to decline as the year progresses. However, the amount of crypto-ransomware seen continues to comprise a larger portion of this type of malware. This particularly aggressive form of ransomware made up 38 percent of all ransomware in the month of November.
Public Relations Campaign for SecureWorks for IMC 618: PR Concepts & Strategy. Campaign is focused on increasing brand awareness among both big and small businesses as well as potential investors.
Welcome to the July edition of the Symantec Intelligence report. Symantec Intelligence aims to provide the latest analysis of cyber security threats, trends, and insights concerning malware, spam, and other potentially harmful business risks. Symantec has established the most comprehensive source of Internet threat data in the world through the Symantec Global Intelligence Network, which is made up of more than 41.5 million attack sensors and records thousands of events per second. This network monitors threat activity in over 157 countries and territories through a combination of Symantec products and services such as Symantec DeepSight Threat Management System, Symantec Managed Security Services, Norton consumer products, and other third-party data sources.
The average number of spear-phishing attacks per day has dropped back to a similar level seen in May. The .doc file type continues to be the most common attachment type used in spear-phishing attacks, followed by .exe files. Organizations with 2500+ employees were the most likely to be targeted, which non-traditional services, such as Business, Amusement, and Repair-related services, lead the Top-Ten Industries targeted, followed by Manufacturing.
The largest data breach reported in July resulted in the exposure of 900,000 identities. Hackers continue to be responsible for 49 % of data breaches over the last 12 months, most often exposing real names, government ID numbers, such as Social Security numbers, and home addresses in the data breaches. W32.Sality and W32.Ramnit variants continue to dominate the top-ten malware list. The most common OSX threat seen was OSX.RSPlug.A, making up 38 % of all OSX malware found on OSX Endpoints.
There were 575 vulnerabilities disclosed during the month of July, though no zero-day vulnerabilities discovered. Internet Explorer has reported the most browser vulnerabilities in the last 12 months, while Oracle’s Java reported the most plug-in vulnerabilities over the same time period.
There were four Android malware families discovered in July. Of the mobile threats discovered in the last 12 months, 24 % steal information from the device and 22 % track the device’s user. In terms of social networking scams, 63 % were fake offerings and 27 % were manually shared scams.
Finally, the phishing rate was down in July, at one in 1,299 emails, down from one in 496 emails in June. The global spam rate was 63.7 % for the month of July, one out of every 351 emails contained a virus, and of the email traffic in the month of July, 7.9 % contained a malicious URL. We hope that you enjoy this month’s report and feel free to contact us with any comments or feedback.
This document discusses the growing threat of cyber crime and terrorism posed by the internet. It provides statistics showing a rapid rise in internet-related criminal complaints and losses. Specifically, the US saw a 22% increase in complaints from 2008-2009, with losses rising from $264.6 million to $559.7 million. Other countries like Belgium, South Korea, and European/East Asian nations also saw large increases in cyber crime. The document examines how critical infrastructure systems are vulnerable, citing examples of attacks on Iran's nuclear power plant and Chinese hacking of Taiwanese government computers, representing the emergence of online warfare. It argues the internet poses a serious and growing threat to national security worldwide.
The largest data breach reported in June resulted in the exposure up 1.3 million identities. This seems like a small number when compared to the 145 million exposed in the largest breach of May. However, while reported in June, this breach also took place during the month of May. This brings the total number of identities exposed in May to over 147 million, which is the second-worst month for data breaches in the last 12 months.
There was an average of 88 spear-phishing attacks per day in June. This appears to be a return of spear-phishing levels seen in the months of March and April, after the average per day dropped in May.
A relatively new OSX threat by the name of OSX.Stealbit.B topped our list of OSX malware, responsible for 25.7 percent of OSX threat found on OSX systems. This threat looks for specific bitcoin-related software on OSX computers and will attempt to modify the programs in order to steal bitcoins.
The number of Android variants per family reached the lowest levels seen in the last twelve months. While there was not a significant change in the number of families discovered in June, this may indicate that attackers have had more success with their current set of threats, reducing their need to create multiple variants.
June was a quiet month for vulnerabilities, where (only) 438 were reported—tying the lowest number reported in the last 12 months. There were no zero day vulnerabilities disclosed during the month.
Highlights from June 2014 Intelligence Report
Key Findings
There was an average of 88 spear-phishing attacks per day in June.
The number of Android variants per family reached the lowest levels seen in the last twelve months, at 18 variants per family.
The largest data breach reported in June took place in May, and resulted in the exposure of 1.3 million identities.
The document summarizes key findings from a report on cyber threats targeting the financial services sector. The top three findings are:
1. Financial services encounters security incidents 300% more frequently than other industries due to being a prime target.
2. 33% of all reconnaissance and lure attacks target financial services, indicating large efforts to compromise financial institutions.
3. Credential stealing attacks are prominent, with the top threats like Rerdom, Vawtrak, and Geodo having credential theft capabilities. Geodo is seen 400% more in financial services.
As telcos go digital, cybersecurity risks intensify by pwcMert Akın
globalaviationairospace.com
Cyber security for telecommunications companies
The rewards and risks of the cloud, devices, and data
The fastest growing sources of security incidents, increase over 2013
Security strategies for evolving technologies
Strategic initiatives to improve cybersecurity
In 2013, targeted attacks increased, with spear-phishing attacks rising 91% over 2012. Watering hole attacks utilizing unpatched website vulnerabilities and zero-day exploits also grew. Eight data breaches exposed over 10 million identities each, termed "mega breaches". A total of 552 million identities were breached in 2013, over 5 times more than the 93 million in 2012. Web attacks blocked per day rose 23% from 2012. 78% of websites had vulnerabilities, and 16% had critical vulnerabilities that could be easily exploited by attackers.
The FBI is the lead federal agency for investigating malicious cyber activity by criminals, nation-state adversaries, and terrorists. To fulfill this mission, the FBI often develops resources to enhance operations and collaboration. One such resource is the FBI’s Internet Crime Complaint Center (IC3) which provides the public with a trustworthy and convenient mechanism for reporting information concerning suspected Internet-facilitated criminal activity. At the end of every year, the IC3 collates information collected into an annual report.
Credit is due to all original authors and no financial gain was made from the blog, Simply sharing an interesting story for educational purposes,
B istr main-report_v18_2012_21291018.en-usКомсс Файквэе
The document summarizes key internet security trends from 2012, as analyzed by Symantec Corporation in their Internet Security Threat Report. Some of the top trends include:
1) Small businesses were increasingly targeted by attackers, with 50% of attacks aimed at businesses with less than 2,500 employees. Small businesses are seen as having weaker security defenses.
2) Malware authors sought to steal users' private information through spying on computers, mobile devices, and social networks, in order to profit through identity theft and banking fraud. Targeted attacks involved extensive profiling of victims.
3) The rise of mobile malware continued significantly, with a 58% increase in mobile malware families compared to 2011. However, mobile
Dokumen tersebut memberikan petunjuk praktis untuk membuat konten yang menarik perhatian dan meningkatkan penjualan. Dokumen tersebut menjelaskan empat langkah utama yaitu mengenali audiens, melakukan audit konten, memetakan konten ke dalam siklus pembelian, dan membuat kalender editorial. Langkah-langkah tersebut bertujuan untuk membantu membangun strategi pembuatan konten yang tepat sasaran dan efektif.
This document discusses mental health, obesity, and asthma in Australian children and adolescents. It provides information on causes, effects, and patterns for each issue. For mental health, causes include bullying and loneliness, with effects such as sadness and fear. Obesity causes include overeating and lack of exercise, with effects like diabetes and low self-esteem. Asthma causes include allergens and exercise, with effects like difficulty breathing. The document also outlines government and school initiatives to address these health problems in young people.
Variabel digunakan untuk menyimpan nilai data. Array digunakan untuk menyimpan lebih dari satu nilai data sekaligus dengan menggunakan indeks. Ada dua jenis array, yaitu array satu dimensi dan array multidimensi. Array dideklarasikan dengan menentukan tipe data dan rentang indeksnya.
Este documento resume los resultados de las elecciones regionales de 2015 en Colombia. Resalta que la coalición de gobierno del presidente Santos ganó en 28 de los 32 departamentos, mientras que el uribismo solo ganó en dos regiones. Además, señala que la izquierda no logró ningún triunfo importante y que los movimientos cívicos ganaron en varias de las principales ciudades sin el apoyo de los partidos tradicionales. Finalmente, concluye que el proceso de paz en La Habana no fue un tema central en las elecciones.
Hyder Ali Khan rose from humble beginnings to become the powerful ruler of the Kingdom of Mysore in southern India in the late 18th century. Through his military skills and administrative acumen, he distinguished himself while serving under previous rulers and eventually came to dominate the government. As the de facto ruler of Mysore, he offered strong resistance against advances of the British East India Company during the First and Second Anglo-Mysore Wars. He left his kingdom and military innovations, including the use of iron-cased rockets, to his son Tipu Sultan upon his death in 1782.
Dokumen ini membahas penggunaan array dua dan tiga dimensi dalam Delphi untuk merepresentasikan matriks. Terdapat contoh kode program yang mendemonstrasikan cara membuat, mengisi, dan melakukan operasi-operasi dasar pada matriks seperti penjumlahan, pengurangan, dan perkalian matriks.
This document appears to be a Haiku Deck presentation showing various photos from different photographers. The presentation promotes creating your own Haiku Deck on SlideShare and encourages the viewer to get started making their own presentation. It provides examples of photos from multiple photographers without any other text or captions.
Modul ini membahas pengenalan PHP dan dasar-dasar pemrograman web dengan PHP, mencakup pengenalan HTML, pembuatan form, struktur kontrol, perulangan, array, fungsi, dan koneksi database MySQL. Modul ini dimaksudkan untuk mempermudah pembelajaran PHP bagi mahasiswa dan programmer pemula. [/ringkasan]"
Este documento resume varios episodios de la serie de televisión Caso Cerrado. Incluye discusiones sobre los personajes principales como la detective Kathryn Morris, así como sobre la naturaleza ficticia de los casos mostrados. También contiene comentarios sobre ovnis avistados y la enfermedad de Alzheimer que sufre la madre de una persona. Finalmente, discute la posibilidad de que los pilotos puedan cometer errores al identificar objetos no identificados en el cielo.
The author took a vacation to Victoria Caldas, Colombia in December 2014 with their daughter and husband. They enjoyed participating in local fairs and festivals, seeing lighting performances in the main square, swimming at a place called the Jump of the Monkey pool, visiting other tourist sites around Victoria, eating regional dishes at restaurants, attending Mass with their family, and exploring the streets while meeting people.
Este documento presenta el cronograma de exámenes para diciembre de 2015 en la carrera de Tecnología Médica. Incluye las fechas, horarios, años/cuatrimestres, asignaturas e integrantes de las mesas de exámenes para las distintas materias de los años 1°, 2° y 3° de la carrera durante la semana del 14 al 18 de diciembre.
This document describes Clino-X sand, a filtration media that offers superior performance compared to traditional sand filters. Clino-X sand is made from a rare natural mineral that has been highly processed. It can remove a wide range of contaminants like turbidity, heavy metals, bacteria, and other particles from water and wastewater. Clino-X sand has a higher loading capacity, reduces pressure drop, and removes finer particles than conventional sand filters, resulting in higher flow rates. It can also be regenerated through backwashing or salt soaking to restore its contaminant removal capabilities.
As reported in the ISTR Volume 19, 2013 saw a 500 percent increase in ransomware in the latter part of the year. Overall ransomware levels remained high through March 2014, and then slowly started to decline, in part due to the disruption of the GameOver Zeus botnet back in late May.
In contrast, crypto-style ransomware has seen a 700 percent-plus increase. These file-encrypting versions of ransomware began the year comprising 1.2 percent of all ransomware detec¬tions, but now make up 31 percent at the end of August. One variant known as Trojan.Cryptodefense began to appear in large numbers in early June. By the end of July, it made up 77 percent of all crypto-style ransomware for the year to date. This follows predictions in the ISTR saying this type of malware would become more common in 2014.
Over 31.5 million identities were reported exposed in August, from 12 incidents. The jump in exposed identities is due to a large breach in South Korea, comprising 27 million identities. In the last 12 months 53 percent of data breaches were caused by hacking and 21 percent were accidentally made public.
The average number of spear-phishing emails blocked each day for August was 20, compared with 54 in July and 88 in June. This is below the year-to-date average of 86, which is slightly higher than the daily average of 84 for all if 2013.
The most frequently used malicious file types in these email-based targeted attacks were .exe and .doc file types, with .exe attachments coming out on top this month at 31.8 percent. 29 percent of spear phishing emails were sent to Manufacturing, returning it to the top of the industries targeted.
One in 1,587 emails was identified as a phishing attempt, compared with one in 1,298 for July and one in 496 in June. While at first glance this looks like a big drop, it is not indica¬tive of a wider trend just yet, resulting in only a 0.01 percentage point decrease in the overall phishing rate.
We hope that you enjoy this month’s report and feel free to contact us with any comments or feedback.
Symantec Intelligence Report September 2014Symantec
Symantec Intelligence aims to provide the latest analysis of cyber security threats, trends, and insights concerning malware, spam, and other potentially harmful business risks.
The average number of spear-phishing attacks rose to 53 per day in September, after a 12-month low in August. Spear phishing activity has returned to levels seen earlier in the summer, but is still down from the 12-month average of 85 attacks per day.
The .doc file type was the most common attachment type used in spear-phishing attacks, making up more than 52.9 percent of all attachments in September. At 4.8 percent, last month’s top attachment, .exe file types, dropped to fourth.
There were only four publically disclosed data breaches that took place within the month September, resulting in the exposure of 2.5 million identities. However, there were 14 additional data breaches reported in September that took place earlier in the year. The largest data breach reported in September actually took place in April, and resulted in the exposure of 56 million identities.
Ransomware continues to decline as 2014 progresses. However, crypto-style ransomware remains high, making up 38 percent of all ransomware detected in September.
There were 600 vulnerabilities disclosed in the month of September, the highest number so far in 2014 and second highest in last 12 months.
One in 2,041 emails was identified as a phishing attempt, compared with one in 1,587 for August. While at first glance this looks like a big drop, it results in only a 0.01 percentage point decrease in the overall phishing rate.
The summary provides an overview of key trends in cybersecurity threats according to Symantec's June 2015 Intelligence Report. There was a decrease in email-based threats like spam, phishing, and malware. However, new malware variants increased significantly to over 57 million in June. Ransomware and crypto-ransomware attacks also rose after declining in previous months. The manufacturing industry remained the top target of spear-phishing while small companies received the most phishing attempts. Transportation saw the highest rate of email-based malware.
Symantec Intelligence Report - October 2014Symantec
The number of spear phishing attacks per day continues to trend downward over the last twelve months, coming in at 45 per day in October. Of the attachments used in such email-based attacks, the .doc attachment type comprised 62.5 percent and .exe attachments made up 14.4 percent. Of the industries attacked, the category of Finance, Insurance, and Real Estate received 28 percent of all spear phishing attempts in the month of October, followed by Manufacturing at 17 percent.
The largest data breach that was disclosed in October took place back in July. This breach had previously been reported; however, we learned this month that the breach resulted in the exposure of identities within 76 million households, plus information on an additional seven million small businesses.
In the Mac threat landscape, OSX.Okaz was the most frequently encountered OSX risk seen on OSX endpoints, making up 28.8 percent of OSX risks. OSX.Okaz is an adware program that may modify browser homepage and search settings.
Finally, ransomware as a whole continues to decline as the year progresses. However, the amount of crypto-style ransomware seen continues to increase. This particularly aggressive form of ransomware made up 55 percent of all ransomware in the month of October.
Symantec's Internet Security Threat Report for the Government SectorSymantec
Symantec has established the most comprehensive source of Internet threat data in the world through the Symantec Global Intelligence Network, which is made up of more than 41.5 million attack sensors and records thousands of events per second. This network monitors threat activity in over 157 countries and territories through a combination of Symantec products and services such as Symantec DeepSight Threat Management System, Symantec Managed Security Services, Norton consumer products, and other third-party data sources.
In addition, Symantec maintains one of the world’s most comprehensive vulnerability databases, currently consisting of more than 60,000 recorded vulnerabilities (spanning more than two decades) from over 19,000 vendors representing over 54,000 products.
Spam, phishing, and malware data is captured through a variety of sources including the Symantec Probe Network, a system of more than 5 million decoy accounts, Symantec.cloud, and a number of other Symantec security technologies. Skeptic, the Symantec.cloud proprietary heuristic technology, is able to detect new and sophisticated targeted threats before they reach customers’ networks. Over 8.4 billion email messages are processed each month and more than 1.7 billion web requests filtered each day across 14 data centers. Symantec also gathers phishing information through an extensive anti-fraud community of enterprises, security vendors, and more than 50 million consumers.
Symantec Trust Services provides 100 percent availability and processes over 6 billion Online Certificate Status Protocol (OCSP) look-ups per day, which are used for obtaining the revocation status of X.509 digital certificates around the world. These resources give Symantec analysts unparalleled sources of data with which to identify, analyze, and provide informed commentary on emerging trends in attacks, malicious code activity, phishing, and spam. The result is the annual Symantec Internet Security Threat Report, which gives enterprises, small businesses, and consumers essential information to secure their system effectively now and into the future.
www.pwc.comgsiss2015Managing cyber risks in an intercon.docxericbrooks84875
www.pwc.com/gsiss2015
Managing cyber risks in an
interconnected world
Key findings from The Global State of
Information Security® Survey 2015
30 September 2014
03
Employees are the most-
cited culprits of incidents
p13
Nation-states, hackers, and
organized crime groups are
the cybersecurity villains that
everybody loves to hate
Figure 6: Insiders vs. outsiders
p15
High growth in high-profile
crimes
p18
Domestic intelligence: A new
source of concern
01
Cyber risks: A severe and
present danger
p1
Cybersecurity is now a persistent
business risk
p3
And the risks go beyond devices
p5
Cybersecurity services market
is expanding
Figure 1: Security incidents outpace
GDP and mobile phone growth
Table of contents
02
Incidents and financial
impacts continue to soar
p7
Continued year-over-year
rise is no surprise
Figure 2: Security incidents grow
66% CAGR
Figure 3: Larger companies detect
more incidents
Figure 4: Information security
budget by company size (revenue)
p10
Financial losses increase apace
Figure 5: Incidents are more costly
to large organizations
07
Evolving from security to
cyber risk management
p31
As incidents continue to proliferate
across the globe, it’s becoming
clear that cyber risks will never
be completely eliminated
p35
Methodology
p36
Endnotes & sources
p37
Contacts by region
04
As incidents rise, security
spending falls
p19
Organizations are undoubtedly
worried about the rising tide
of cybercrime
Figure 7: Overall, average security
budgets decrease slightly, reversing
a three-year trend.
Figure 8: Top spending priorities
over the next 12 months
05
Declines in fundamental
security practices
p25
Security practices must keep pace
with constantly evolving threats
and security requirements
Figure 9: Failing to keep up with
security threats
Figure 10: At most organizations, the
Board of Directors does not participate
in key information security activities
06
Gains in select security
initiatives
p29
While we found declines in
some security practices, we also
saw gains in important areas
Cybersecurity is
now a persistent
business risk
It is no longer an issue that
concerns only information
technology and security
professionals; the impact
has extended to the C-suite
and boardroom.
Awareness and concern about
security incidents and threats
also has become top of mind among
consumers as well. In short, few
risk issues are as all-encompassing
as cybersecurity.
Media reports of security incidents
have become as commonplace as the
weather forecast, and over the past
12 months virtually every industry
sector across the globe has been hit
by some type of cyber threat.
Following are but a few: As incidents
proliferate, governments are
becoming more proactive in helping
organizations fight cyber crime.
The US Federal Bureau of
Investigation (FBI), for example,
disclosed that it notified 3,000
companies—including banks,
retaile.
Welcome to the May edition of the Symantec Intelligence report. Symantec Intelligence aims to provide the latest analysis of cyber security threats, trends, and insights concerning malware, spam, and other potentially harmful business risks.
Symantec has established the most comprehensive source of Internet threat data in the world through the Symantec Global Intelligence Network, which is made up of more than 57.6 million attack sensors and records thousands of events per second. This network monitors threat activity in over 157 countries and territories through a combination of Symantec products and services such as Symantec DeepSight Intelligence, Symantec Managed Security Services, Norton consumer products, and other third-party data sources.
The document summarizes key findings from Symantec's 2019 Internet Security Threat Report. It describes the rise of formjacking attacks that steal credit card details from compromised websites. It also discusses the decline of ransomware and cryptojacking in 2018 but the continued use of living-off-the-land techniques by targeted attackers. Cloud security remains a challenge as misconfigured storage buckets expose over 70 million records. Social media also continues to be a battleground for election interference despite increased security efforts during the 2018 US midterms.
The document summarizes cybersecurity trends in the financial services sector in 2016. Some key points:
1) The financial services sector remained the most attacked industry in 2016, experiencing 65% more attacks on average than other sectors. Common attack methods included SQL injection and command injection exploits.
2) While total attacks increased in 2016, average security incidents decreased for financial services organizations monitored by IBM.
3) Insider threats, both malicious and inadvertent, posed a larger risk than outsider attacks for financial services organizations. The majority of insider attacks were caused by inadvertent or compromised systems rather than malicious insiders.
The document discusses trends in cyberattacks in 2021, with a focus on the explosive growth of ransomware attacks. Ransomware increased 105% in 2021 as attacks grew more sophisticated employing double and triple extortion techniques. In response to the increasing threats, governments and international organizations around the world have ramped up efforts to counter ransomware and cybercrime, recognizing it as a serious national security threat. This includes the formation of task forces, new policies and regulations, and indications that the U.S. military may now take a more direct, offensive approach against ransomware groups and their infrastructure.
In August 2013, Symantec reported the following key findings:
1. Social media scams involving fake discount offers dominated social attacks in 2013, comprising 82% of incidents. Fake plug-ins were the second most common attack at 8.2%.
2. There were 7 reported data breaches in August, with an additional 9 from earlier in the year, bringing the 2013 total to 125 breaches exposing 91 million identities. The top 3 exposed data types were real names, birth dates, and government IDs.
3. 213 new mobile malware variants were discovered in August, a modest increase from July. Cumulative Android malware reached 6,852 variants in 2013.
Symantec Intelligence Report August 2013Kenn Peterson
Symantec Intelligence aims to provide the latest analysis to cyber security threats, tends, and insights concerning malware, spam, and other potentially harmful business risks.
The document provides statistics and analysis on internet security threats in 2012 from the Symantec Internet Security Threat Report 2013. Some key findings include:
- Over 6,000 new vulnerabilities were discovered in 2012, a rise from previous years.
- Targeted attacks increasingly aimed at small-to-medium sized businesses, with 31% targeting those with under 250 employees.
- Mobile malware increased 58% in 2012, with the majority (59%) of all malware targeting Android devices rather than iOS devices.
- 14 zero-day exploits were reported in 2012, many attributed to cyberespionage groups like the Elderwood Gang.
- Social media and mobile platforms came under increasing attack from malware and phishing in 2012
The document estimates the annual global cost of cybercrime to be between $375 billion and $575 billion. It notes that estimating this cost is challenging due to incomplete data and underreporting of cybercrime incidents. The cost includes direct losses as well as indirect costs like additional security spending and lost productivity. Countries with more IP-intensive economies tend to lose more. While developed countries face higher losses, developing countries are also increasingly at risk as internet access grows. The lack of standardized data means the estimate has significant uncertainty, but the overall impact of cybercrime on the global economy is substantial.
IBM X-Force Threat Intelligence Report 2016thinkASG
Download the latest IBM X-Force Threat Intelligence Report
High-value breaches stole headlines as lackluster security fundamentals left organizations open to attack in 2015.
* The globalization of security incidents is shifting to targets like health-related PII and sensitive personal data
* The growing sophistication and organization of cybercrime rings are helping expand their reach
* New attack techniques like mobile overlay malware are evolving, while classics like DDoS and POS malware remain effective
90% of data that exist today was created in the past 2 years. This massive amount of data allows organizations to take a
more qualitative approach to business and customer
service, but also makes them vulnerable to a continually
increasing number of threats.
The Real Threat of CyberattacksEmmanuel .docxhelen23456789
The Real Threat of Cyberattacks
Emmanuel Domenech
University of Maryland
The Real Threat of Cyberattacks
Hackers, in the past have developed a modern and sophisticated way of creating income for themselves. Hackers as the top of the line in software development, have move up the chain of technology. Adopting cloud computing, artificial intelligence, software as a service and encryption, they created a non-stop threat to major companies. Most of the companies fail to take the most basic protective measures against cyberattacks. While the cybercriminals use simple and advance technology to target unsecure organizations, is unlikely for them to stop this attack. Hackers understand the power they possess, it is too easy and rewarding, and the chances of being punished is too low. The Center for Strategic and International Studies (CSIS) estimated that cybercrime costs the world’s economy almost $500 billion, or about 0.7% of global income (Lewis, 2018). These numbers are positioning cybercrimes on the top profitable employment. People and companies adopt new advance technology, more protective software’s and more sophisticated. The problem is like the experts on security protocols continue to update their tools, hackers fast learn how to break them. There are high expectations on cybercrimes to increase, and with the help of new and easy devices like Internet of Things (IoT). We have seen that IoT is used not only to steal personal information or to gain access to data or networks, but also to enable Distribute Denial-of-Service (DDoS) attacks. The impacts of cyberattacks on nation’s economy includes global costs of cyberattacks; ransomware attack implications; additional costs on financial institutions, while the recent cyberattacks being WannaCry; NotPetya; GitHub DDoS; Yahoo attack aided by the tor network, bitcoin and cyberattack-as-a-service.
One of the impacts of cyberattacks is the global cost. The cyberspace has created an avenue for criminals to launch their criminal activities with the help of different cybercrimes. Reports from British officials indicate that almost half of reported crimes in the United Kingdom are cyber-related. The global cost of cybercrime has risen to a staggering $600 billion from recent CSIS estimates (Lewis, 2018). In 2014, cybercrime cost the global economy 0.62 percent of the global Gross Domestic Product (GDP). In 2016, cybercrime cost the global economy 0.8 percent of the global GDP (Lewis, 2018). The global cost of cybercrime is brought about by the following elements: intellectual property loss and loss of business confidential data; hacked personal identifiable information leading to fraud and financial crimes; high costs to secure networks and systems; companies risk reputational damage and the cost associated with opportunity costs that a business suffers after cyberattacks like lack of trust.
Another economic threat of cyberattacks is estimation issues. The cost estimation of cyberattacks.
Similar to Symantec Intelligence Report - Oct 2015 (20)
The document provides an overview of Secure Sockets Layer (SSL) and how it works. It discusses how SSL uses cryptography, digital signatures, and certificates to provide security for web traffic by ensuring confidentiality, message integrity, and authentication. It describes how SSL operates through the handshake protocol to negotiate encryption between clients and servers and the record protocol to encrypt data transfer. SSL termination devices are deployed to offload SSL processing from web servers and improve performance and scalability.
Comodo SSL certificates offer strong encryption for e-commerce websites to securely protect customer transactions. They are issued online in minutes and support the highest levels of encryption. They have 99.9% browser recognition for maximum customer reach. Comodo SSL helps build customer trust and can increase website sales by reassuring visitors of a secure site. They provide comprehensive support and are a cost-effective security solution for online businesses.
In this Pdf,you can know what is SSL Certificate?,How it wroks?,who need SSL Certificate? How you can secure your website in this internet world?
All these Question's solution in giving in this Pdf.
Understanding Digital Certificates & Secure Sockets LayerCheapSSLUSA
This document provides an overview of digital certificates and Secure Sockets Layer (SSL) technology. It discusses how digital certificates are used to verify identity and enable encrypted communication. SSL uses public/private key encryption and digital certificates to create secure connections between web browsers and servers. The document also describes SSL certificates, how SSL encryption strength is determined, and how public trust is established through certificate authorities whose root keys are embedded in web browsers. It provides information on Entrust's SSL certificate offerings and certificate management services to help secure online transactions.
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfChart Kalyan
A Mix Chart displays historical data of numbers in a graphical or tabular form. The Kalyan Rajdhani Mix Chart specifically shows the results of a sequence of numbers over different periods.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframePrecisely
Inconsistent user experience and siloed data, high costs, and changing customer expectations – Citizens Bank was experiencing these challenges while it was attempting to deliver a superior digital banking experience for its clients. Its core banking applications run on the mainframe and Citizens was using legacy utilities to get the critical mainframe data to feed customer-facing channels, like call centers, web, and mobile. Ultimately, this led to higher operating costs (MIPS), delayed response times, and longer time to market.
Ever-changing customer expectations demand more modern digital experiences, and the bank needed to find a solution that could provide real-time data to its customer channels with low latency and operating costs. Join this session to learn how Citizens is leveraging Precisely to replicate mainframe data to its customer channels and deliver on their “modern digital bank” experiences.
The Microsoft 365 Migration Tutorial For Beginner.pptxoperationspcvita
This presentation will help you understand the power of Microsoft 365. However, we have mentioned every productivity app included in Office 365. Additionally, we have suggested the migration situation related to Office 365 and how we can help you.
You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
Dandelion Hashtable: beyond billion requests per second on a commodity serverAntonios Katsarakis
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
2. 2 | October 2015
Symantec Intelligence Report
3 Summary
4 From the Security Response Blog
4 Dridex Takedown Sinks Botnet Infections
5 October in Numbers
6 Targeted Attacks & Phishing
6 Top 10 Industries Targeted in Spear-Phishing Attacks
6 Spear-Phishing Attacks by Size of Targeted Organization
7 Phishing Rate
7 Proportion of Email Traffic Identified as
Phishing by Industry Sector
8 Proportion of Email Traffic Identified as
Phishing by Organization Size
9 Vulnerabilities
9 Total Number of Vulnerabilities
10 Malware
10 New Malware Variants
10 Top 10 Malware
11 Top 10 Mac OSX Malware Blocked on OSX Endpoints
11 Crypto-Ransomware Over Time
12 Proportion of Email Traffic in Which Malware Was Detected
12 Percent of Email Malware as URL vs. Attachment by Month
13 Proportion of Email Traffic Identified as
Malicious by Industry Sector
13 Proportion of Email Traffic Identified as
Malicious by Organization Size
14 Mobile & Social Media
14 Android Mobile Malware Families by Month
14 New Android Variants per Family by Month
15 Social Media
16 Spam
16 Overall Email Spam Rate
16 Proportion of Email Traffic Identified as Spam by Industry Sector
17 Proportion of Email Traffic Identified as Spam by Organization Size
18 About Symantec
18 More Information
Welcome to the October edition of the Symantec
Intelligence report. Symantec Intelligence aims
to provide the latest analysis of cyber security
threats, trends, and insights concerning malware,
spam, and other potentially harmful business
risks.
Symantec has established the most comprehensive
source of Internet threat data in the world through
the Symantec™ Global Intelligence Network,
which is made up of more than 57.6 million attack
sensors and records thousands of events per
second. This network monitors threat activity
in over 157 countries and territories through a
combination of Symantec products and services
such as Symantec DeepSight™ Intelligence,
Symantec™ Managed Security Services, Norton™
consumer products, and other third-party data
sources.
3. 3 | October 2015
Symantec Intelligence Report
Summary
The number of vulnerabilities disclosed increased in October, from 349 in September to 441
reported during this month. However, vulnerability disclosures have trended lower over the last
three months when comparing the last year’s worth of monthly disclosures.
The number of new malware variants also appears to be lower than what has been seen over the
last 12 month period. There were 21.7 million new pieces of malware created in October, which is
down from the high for 2015 of 57.6 million seen back in June.
However, not everything is trending downward. Crypto-ransomware was up once again during
October, setting another high for 2015, with 44 thousand instances seen during the month.
Spam also appears to have been increasing slightly over the last few months, reaching a
six-month high of 53.5 percent. Spam rates appeared to have bottomed out during June, which
saw the lowest spam levels seen in over a decade, but have increased slightly since.
In terms of targeted attacks, the Finance, Insurance, & Real Estate sector was the most targeted
sector during October, comprising 69 percent of all targeted attacks. Large enterprises were the
target of 67.9 percent of spear-phishing attacks as well, up from 45.7 percent in September.
We hope that you enjoy this month’s report and feel free to contact us with any comments or
feedback.
Ben Nahorney, Cyber Security Threat Analyst
symantec_intelligence@symantec.com
Methodology
The Symantec Intelligence Report comprises monthly analysis based on the latest data available
from the Symantec Global Intelligence Network. As new information is continually being discovered,
some metrics published in the report may be subject to change. Subsequent reports will be updated to
reflect the latest information in order to ensure the most accurate reporting and analysis of the threat
landscape.
4. 4 | October 2015
Symantec Intelligence Report
Dridex Takedown Sinks Botnet Infections
International police action hits gang that specialized in stealing banking credentials.
By Symantec Security Response
An international law enforcement crackdown against the
Dridex botnet has seen one man charged and a coordinated
effort to sinkhole thousands of compromised computers,
cutting them off from the botnet’s control. The operation,
which involved the FBI in the US, the UK National Crime
Agency, and a number of other international agencies, may
seriously disrupt a cybercrime enterprise which has stolen
tens of millions of dollars from victims worldwide.
Potent financial threat
Dridex, which is detected by Symantec as W32.Cridex
and also known as Bugat, is a financial threat that adds
the infected computer to a botnet and injects itself into
the victim’s web browser in order to steal information,
including banking credentials.
The malware is usually spread through phishing emails
designed to appear to come from legitimate sources in order
to lure the victim into opening a malicious attachment. It is
also capable of self-replication by copying itself to mapped
network drives and attached local storage such as USB keys.
As is common with most financial attackers, the Dridex
group regularly changed its tactics and most recently has
been observed using malicious macros in Microsoft Office
documents attached to emails to infect computers.
As reported in Symantec’s State of financial Trojans 2014
whitepaper, Dridex was the third largest financial threat
last year, accounting for some 29,000 detections. Never-
theless, this represented a decrease, with the number of
infections down 88 percent since 2012.
Recent telemetry suggests that the threat has enjoyed
something of a resurgence in activity, with detections
beginning to increase again in the past few months.
The attackers behind Dridex have targeted a broad range
of countries. The largest number of detections in 2015
was in the US. This was followed by Japan and Germany,
with significant numbers of infections also seen in the
UK, Canada, Australia, and a number of other European
countries.
Law enforcement swoop
Yesterday’s operation saw a 30-year-old Moldovan man
charged by prosecutors in the US for offenses including
criminal conspiracy, unauthorized computer access with
intent to defraud, damaging a computer, wire fraud, and
bank fraud. His extradition to the US is currently being
sought following his arrest in Cyprus in August.
The FBI also obtained an injunction permitting it to start
sinkholing Dridex infections by redirecting traffic from
infected computers away from command-and-control
(C&C) servers to benign substitute servers. This sinkholing
operation is also being supported by the UK National Crime
Agency.
This is the latest in a series of recent takedowns against
major financial fraud cybercrime groups, following earlier
operations against Gameover Zeus, Shylock, and Ramnit.
From the Security Response Blog
About the Security Response blog
In the Symantec Intelligence Report we republish a blog that highlights key data or an event that
stood out during the month. Our security researchers around the world frequently publish new
blogs during the month on topics such as malware, security risks, vulnerabilities, and spam.
For the latest security news and information, visit:
http://www.symantec.com/connect/symantec-blogs/security-response
5. 5 | October 2015
Symantec Intelligence Report
OCTOBERINNUMBERS
6. 6 | October 2015
Symantec Intelligence Report
Large enterprises were the target
of 67.9 percent of spear-phishing
attacks in October, up from 45.7
percent in September. Similarly,
19.7 percent of attacks were
directed at small businesses with
less than 250 employees.
Company Size October September
1-250 19.7% 34.5%
251-500 5.2% 6.6%
501-1000 2.6% 7.2%
1001-1500 3.7% 3.8%
1501-2500 0.9% 2.1%
2501+ 67.9% 45.7%
Spear-Phishing Attacks by Size of Targeted Organization
Source: Symantec
Spear-Phishing Attacks by Size of Targeted Organization
Targeted Attacks Phishing
The Finance, Insurance, Real
Estate sector was the most
targeted sector during October,
comprising 69 percent of all
targeted attacks.
Top 10 Industries Targeted in Spear-Phishing Attacks
Source: Symantec
0 10 20 30 40 50 60 70 80
Construction
Mining
Retail
Nonclassifiable Establishments
Services - Professional
Wholesale
Transportation, Communications,
Electric, Gas, Sanitary Services
Manufacturing
Services - Non Traditional
Finance, Insurance, Real Estate
69%
27
20
10
5
4
17
4
14
3
7
2
5
3
1
.3
NA
1
1
3
October September
Top 10 Industries Targeted in Spear-Phishing Attacks
7. 7 | October 2015
Symantec Intelligence Report
Phishing Rate Inverse Graph: Smaller Number = Greater Risk
Source: Symantec
400
800
1200
1600
2000
2400
2800
OSAJJMAMFJ
2015
DN
1IN
1,905
1,172
2,174
1,517
1,004
1,465
2,666
2,057
1,865
2,448
1,628
647
Phishing Rate
The overall phishing rate has
decreased slightly this month,
where one in 2,174 emails was a
phishing attempt.
Industry October September
Nonclassifiable Establishments 1 in 1,036.9 1 in 1,006.4
Agriculture, Forestry, Fishing 1 in 1,082.9 1 in 988.0
Public Administration 1 in 1,397.0 1 in 1,353.2
Mining 1 in 1,957.6 1 in 2,062.9
Services - Professional 1 in 2,011.3 1 in 1,194.4
Finance, Insurance, Real Estate 1 in 2,262.6 1 in 1,888.1
Wholesale 1 in 2,431.5 1 in 2,303.3
Services - Non Traditional 1 in 2,466.1 1 in 2,210.3
Construction 1 in 2,486.5 1 in 2,324.9
Transportation, Communications,
Electric, Gas, Sanitary Services
1 in 3,016.4 1 in 2,828.2
Proportion of Email Traffic Identified as Phishing
by Industry Sector
Source: Symantec.cloud
Proportion of Email Traffic Identified as Phishing by Industry Sector
Nonclassifiable Establishments
topped the list of industries
with the highest proportion of
phishing attempts during the
month of October.
8. 8 | October 2015
Symantec Intelligence Report
Company Size October September
1–250 1 in 2,015.2 1 in 723.4
251–500 1 in 1,856.5 1 in 1,703.2
501–1000 1 in 2,028.0 1 in 1,874.8
1001–1500 1 in 2,609.2 1 in 2,169.5
1501–2500 1 in 1,654.4 1 in 1,998.8
2501+ 1 in 2,421.4 1 in 1,715.3
Proportion of Email Traffic Identified as Phishing
by Organization Size
Source: Symantec.cloud
Proportion of Email Traffic Identified as Phishing by Organization Size
Companies with 1501-2500
employees were the most
targeted organization size in
October for phishing attempts.
9. 9 | October 2015
Symantec Intelligence Report
The number of vulnerabilities
disclosed increased in October,
from 349 in September to 441
reported during this month.
Total Number of Vulnerabilities
Source: Symantec
0
100
200
300
400
500
600
700
OSAJJMAMFJ
2015
DN
349
441428
562
471 469
540
579
526
579
348
457
Total Number of Vulnerabilities
Vulnerabilities
10. 10 | October 2015
Symantec Intelligence Report
W32.Ramnit!html and W32.
Almanahe.B!inf continue to
be the most commonly seen
malware detections in October.
Rank Malware Name
October
Percentage
Malware Name
September
Percentage
1 W32.Ramnit!html 7.0% W32.Ramnit!html 7.8%
2 W32.Almanahe.B!inf 5.8% W32.Almanahe.B!inf 6.3%
3 W32.Sality.AE 5.7% W32.Sality.AE 5.6%
4 W32.Downadup.B 4.0% W32.Downadup.B 4.1%
5 W32.Ramnit.B 4.0% W32.Ramnit.B 3.9%
6 W32.Ramnit.B!inf 2.8% W32.Ramnit.B!inf 3.5%
7 W32.Virut.CF 1.7% W32.Virut.CF 1.8%
8 W97M.Downloader 1.6% W32.Chir.B@mm(html) 1.6%
9 W32.SillyFDC.BDP!lnk 1.4% Trojan.Swifi 1.4%
10 W32.Chir.B@mm(html) 1.4% W97M.Downloader 1.3%
Top 10 Malware
Source: Symantec
Top 10 Malware
Malware
New Malware Variants
Source: Symantec
0
10
20
30
40
50
60
70
80
OSAJJMAMFJ
2015
DN
57.6
53.7
46.6
38.5
21.7
44.7
33.7
26.5
35.8
29.2
44.5
63.6
MILLIONS
New Malware Variants
There were 21.7 million new
pieces of malware created in
October, down from the high
for 2015 of 57.6 million seen in
June.
11. 11 | October 2015
Symantec Intelligence Report
OSX.Sudoprint was again the
most commonly seen OS X threat
on OS X endpoints in October.
This threat takes advantage of
a vulnerability targeting the OS
X operating system that was
patched in August.
Rank Malware Name
October
Percentage
Malware Name
September
Percentage
1 OSX.Sudoprint 42.0% OSX.Sudoprint 81.6%
2 OSX.RSPlug.A 9.9% OSX.RSPlug.A 3.1%
3 OSX.Klog.A 6.1% OSX.Klog.A 2.5%
4 OSX.CnetDownloader 5.8% OSX.Wirelurker 1.9%
5 OSX.Wirelurker 5.5% OSX.Keylogger 1.7%
6 OSX.Flashback.K 5.4% OSX.Flashback.K 1.4%
7 OSX.Luaddit 3.9% OSX.Luaddit 1.4%
8 OSX.Keylogger 3.6% OSX.Remoteaccess 1.1%
9 OSX.Exploit.Launchd 3.0% OSX.Netweird 0.7%
10 OSX.Okaz 2.4% OSX.Okaz 0.6%
Top 10 Mac OS X Malware Blocked on OS X Endpoints
Source: Symantec
Top 10 Mac OSX Malware Blocked on OSX Endpoints
Crypto-ransomware was up
during October, setting another
high for 2015.
Crypto-Ransomware Over Time
Source: Symantec
0
10
20
30
40
50
60
70
80
OSAJJMAMFJ
2015
DN
31
34 35
39
44
36
20
28
21 23
16
48
THOUSANDS
Crypto-Ransomware Over Time
12. 12 | October 2015
Symantec Intelligence Report
Proportion of Email Traffic in Which Malware Was Detected
The proportion of email traffic
containing malware increased
this month, where one in 208
emails contained malware.
100
150
200
250
300
350
400
OSAJJMAMFJ
2015
DN
1 IN
Proportion of Email Traffic in Which Malware Was Detected
Source: Symantec
Inverse Graph: Smaller Number = Greater Risk
319
337
252
302
208
195
207
237
274
246
207
246
Percent of Email Malware as URL vs. Attachment by Month
The percentage of email malware
that contains a URL remained
low this month, hovering around
two percent.
Percent of Email Malware as URL vs. Attachment by Month
Source: Symantec
0
10
20
30
40
50%
OSAJJMAMFJ
2015
DN
3 3 2
14
5
3
8
3 3 3 3
41
13. 13 | October 2015
Symantec Intelligence Report
Industry October September
Public Administration 1 in 148.0 1 in 422.3
Agriculture, Forestry, Fishing 1 in 172.3 1 in 307.9
Services - Professional 1 in 188.5 1 in 400.7
Wholesale 1 in 195.5 1 in 455.5
Services - Non Traditional 1 in 209.6 1 in 603.0
Construction 1 in 220.2 1 in 441.1
Finance, Insurance, Real Estate 1 in 288.3 1 in 394.1
Mining 1 in 296.7 1 in 471.5
Nonclassifiable Establishments 1 in 340.3 1 in 586.2
Transportation, Communications,
Electric, Gas, Sanitary Services
1 in 345.7 1 in 606.1
Proportion of Email Traffic Identified as Malicious
by Industry Sector
Source: Symantec.cloud
Proportion of Email Traffic Identified as Malicious by Industry Sector
Public Administration was the
most targeted sector in October
for email malware, where one
in every 148 emails contained
malware.
Company Size October September
1-250 1 in 144.3 1 in 165.0
251-500 1 in 158.9 1 in 374.4
501-1000 1 in 200.5 1 in 460.6
1001-1500 1 in 228.4 1 in 489.2
1501-2500 1 in 236.8 1 in 542.2
2501+ 1 in 307.1 1 in 596.6
Proportion of Email Traffic Identified as Malicious
by Organization Size
Source: Symantec.cloud
Proportion of Email Traffic Identified as Malicious by Organization Size
Organizations with less than 250
employees were most likely to be
targeted by malicious email in
the month of October, where one
in 144.3 emails was malicious.
14. 14 | October 2015
Symantec Intelligence Report
Mobile Social Media
0
1
2
3
4
5
6
7
8
9
OSAJJMAMFJ
2015
DN
Android Mobile Malware Families by Month
Source: Symantec
4
1
0 0
1
6
3
0
3
1
2
8
In October there was one
new mobile malware family
discovered.
Android Mobile Malware Families by Month
There was an average of 45
Android malware variants per
family in the month of in October.
0
10
20
30
40
50
OSAJJMAMFJ
2015
DN
New Android Variants per Family by Month
Source: Symantec
40
42
44 45 45
36
38 38 38 39 39
36
New Android Variants per Family by Month
15. 15 | October 2015
Symantec Intelligence Report
Last 12 Months
Social Media
Source: Symantec
0
10
20
30
40
50
60
70
80
90
100%
Comment
Jacking
Fake
Apps
LikejackingFake
Offering
Manual
Sharing
5
79
14
.12
Manual Sharing – These rely on victims to actually do the work of sharing
the scam by presenting them with intriguing videos, fake offers or messages that they share
with their friends.
Fake Offering – These scams invite social network users to join a fake event or group
with incentives such as free gift cards. Joining often requires the user to share
credentials with the attacker or send a text to a premium rate number.
Likejacking – Using fake “Like” buttons, attackers trick users into clicking website
buttons that install malware and may post updates on a user’s newsfeed, spreading the attack.
Fake Apps – Users are invited to subscribe to an application that appears to be
integrated for use with a social network, but is not as described and may be used to steal
credentials or harvest other personal data.
Comment Jacking – This attack is similar to the Like jacking where the attacker tricks the
user into submitting a comment about a link or site, which will then be posted to his/her wall.
Social Media
In the last twelve months, 79
percent of social media threats
required end users to propagate
them.
Fake offerings comprised 14
percent of social media threats.
16. 16 | October 2015
Symantec Intelligence Report
54 52 5353.5%
+1.3% pts
52.2%
-.5% pts
52.7%
+2.4% pts
October September August
Overall Email Spam Rate
Source: Symantec
Overall Email Spam Rate
The overall email spam rate
in October was 53.5 percent,
up 1.3 percentage points from
September.
Spam
Industry October September
Mining 57.8% 55.7%
Manufacturing 55.4% 53.7%
Retail 54.2% 52.6%
Construction 54.0% 52.7%
Services - Professional 53.9% 52.7%
Agriculture, Forestry, Fishing 53.9% 52.1%
Nonclassifiable Establishments 53.6% 51.7%
Wholesale 53.2% 52.1%
Services - Non Traditional 52.7% 51.8%
Public Administration 52.7% –
Proportion of Email Traffic Identified as Spam by Industry Sector
Source: Symantec.cloud
Proportion of Email Traffic Identified as Spam by Industry Sector
At 57.8 percent, the Mining
sector again had the highest
spam rate during October. The
Manufacturing sector came in
second with 55.4 percent.
17. 17 | October 2015
Symantec Intelligence Report
Company Size October September
1–250 53.4% 52.3%
251–500 54.4% 52.5%
501–1000 53.8% 52.4%
1001–1500 53.2% 51.9%
1501–2500 53.7% 52.1%
2501+ 53.3% 52.2%
Proportion of Email Traffic Identified as Spam by Organization Size
Source: Symantec.cloud
Proportion of Email Traffic Identified as Spam by Organization Size
While most organization sizes
had around a 53 percent spam
rate, organizations with 251-500
employees had the highest rate
at 54.4 percent.
18. 18 | October 2015
Symantec Intelligence Report
About Symantec
More Information
Symantec Worldwide: http://www.symantec.com/
ISTR and Symantec Intelligence Resources: http://www.symantec.com/threatreport/
Symantec Security Response: http://www.symantec.com/security_response/
Norton Threat Explorer: http://us.norton.com/security_response/threatexplorer/
Symantec Corporation (NASDAQ: SYMC) is the global leader in cybersecurity. Operating one of the
world’s largest cyber intelligence networks, we see more threats, and protect more customers from
the next generation of attacks. We help companies, governments and individuals secure their most
important data wherever it lives.