Ник расскажет про типичный день антивирусного специалиста в Кремниевой Долине. Про то, как компании борются с хакерскими атаками. Он расскажет свою историю про то, как работал в Фейсбуке, как туда попасть и какой опыт эта компания даёт. Расскажет про Cyphort, и антивирусы нового поколения. И он поделится новыми трендами кибербезопасности.
Malware's Most Wanted: Linux and Internet of Things MalwareCyphort
Marion Marschalek speaks about Linux and Internet of things Malware.
Occasionally we see samples coming out of our pipe which do not fit with the stream of malware, such as clickjackers, banking Trojans and spybots. These exotic creatures are dedicated to target platforms other than the Windows operating system. While they make up for a significantly smaller portion than the load of Windows malware, Cyphort labs has registered a rise in Linux and Internet of Things Malware (IoT) malware. A number of different families has been seen. But what is their level of sophistication and the associated risk? This webinar provides an overview of Linux and IoT malware that Cyphort labs has spotted in the wild and gives an insight into the development of these threats and the direction they are taking.
Cyphort Labs presents "Malware's Most Wanted: Ransomware Resurgence: Locky and Other “New Cryptolockers”
Like many viruses, botnets and malware families that we’ve seen over the past decade, hackers continue to find new ways of reinventing old threats. And this is no different for Ransomware.
Ransomware has come a long way from non-encrypting lockscreen FBI scare warnings like Reveton. In 2016 alone, there have been new ransomware families popping up and we expect that to only pick up steam over the summer.
In this edition of MMW, Nick Bilogorskiy, Senior Director of Threat Operations at Cyphort, will discuss:
Locky, the new “it” ransomware and how it works
A deep dive into a new family of ransom locker discovered by Cyphort Labs in March, that uses TOR Hidden Service
Other new ransomware families and why it’s becoming the preferred monetization method for attackers
We have talked about the recent ransomware resurgence and now Cyphort Labs wants to spend some timer on one of the most effective methods of delivering ransomware and that is exploit kits.
In this edition of MMW, Nick Bilogorskiy, Senior Director of Threat Operations at Cyphort, will cover:
The evolution of exploit kits such as Angler, Nuclear, Rig and Neutrino
Show real examples of drive-by exploits in popular websites discovered in our crawler
Examine the relationship between exploits, kits and payload
Banking or Financial Trojans are already notorious because they have been around for a while, and they count both consumers and financial institutions among their victims. To help better defend against this class of malware, we share analyses of some recent families of financial Trojans. Nick Bilogorskiy, Cyphort's Director of Security Research, looks at the specific characteristics associated with a financial Trojan in terms of distribution channel, armoring behavior, attack payload, actors, etc in this presentation.
Nick Bilogorskiy presentation on Ransomware, Cryptolocker and Cryptowall at Rochester Security Summit 2015.
Fake Antivirus
History of Ransomware
Cryptolocker
Cryptowall
Conclusions
Malware's Most Wanted: Malvertising Attacks on Huffingtonpost, Yahoo, AOLCyphort
Malvertising Attacks on Huffingtonpost, Yahoo, AOL
Cyphort Labs has reported an uptick in drive-by-infection through malvertising in 2014 and sounded alarms for the web property owners regarding this emerging trend. We believe that this trend presents a significant cybersecurity challenge in 2015. In this session, we will discuss this increasing trend of drive-by attacks by dissecting examples of recent web infections, as well as share observed, sophisticated behavior of modern exploit pack and the challenges for research and discovery. As we present exploit kit information, trends and statistics from research derived from our Cyphort Crawler, you will gain an awareness and an understanding of these malvertising threats to better protect your site visitors from malware infection.
Malware's Most Wanted: Linux and Internet of Things MalwareCyphort
Marion Marschalek speaks about Linux and Internet of things Malware.
Occasionally we see samples coming out of our pipe which do not fit with the stream of malware, such as clickjackers, banking Trojans and spybots. These exotic creatures are dedicated to target platforms other than the Windows operating system. While they make up for a significantly smaller portion than the load of Windows malware, Cyphort labs has registered a rise in Linux and Internet of Things Malware (IoT) malware. A number of different families has been seen. But what is their level of sophistication and the associated risk? This webinar provides an overview of Linux and IoT malware that Cyphort labs has spotted in the wild and gives an insight into the development of these threats and the direction they are taking.
Cyphort Labs presents "Malware's Most Wanted: Ransomware Resurgence: Locky and Other “New Cryptolockers”
Like many viruses, botnets and malware families that we’ve seen over the past decade, hackers continue to find new ways of reinventing old threats. And this is no different for Ransomware.
Ransomware has come a long way from non-encrypting lockscreen FBI scare warnings like Reveton. In 2016 alone, there have been new ransomware families popping up and we expect that to only pick up steam over the summer.
In this edition of MMW, Nick Bilogorskiy, Senior Director of Threat Operations at Cyphort, will discuss:
Locky, the new “it” ransomware and how it works
A deep dive into a new family of ransom locker discovered by Cyphort Labs in March, that uses TOR Hidden Service
Other new ransomware families and why it’s becoming the preferred monetization method for attackers
We have talked about the recent ransomware resurgence and now Cyphort Labs wants to spend some timer on one of the most effective methods of delivering ransomware and that is exploit kits.
In this edition of MMW, Nick Bilogorskiy, Senior Director of Threat Operations at Cyphort, will cover:
The evolution of exploit kits such as Angler, Nuclear, Rig and Neutrino
Show real examples of drive-by exploits in popular websites discovered in our crawler
Examine the relationship between exploits, kits and payload
Banking or Financial Trojans are already notorious because they have been around for a while, and they count both consumers and financial institutions among their victims. To help better defend against this class of malware, we share analyses of some recent families of financial Trojans. Nick Bilogorskiy, Cyphort's Director of Security Research, looks at the specific characteristics associated with a financial Trojan in terms of distribution channel, armoring behavior, attack payload, actors, etc in this presentation.
Nick Bilogorskiy presentation on Ransomware, Cryptolocker and Cryptowall at Rochester Security Summit 2015.
Fake Antivirus
History of Ransomware
Cryptolocker
Cryptowall
Conclusions
Malware's Most Wanted: Malvertising Attacks on Huffingtonpost, Yahoo, AOLCyphort
Malvertising Attacks on Huffingtonpost, Yahoo, AOL
Cyphort Labs has reported an uptick in drive-by-infection through malvertising in 2014 and sounded alarms for the web property owners regarding this emerging trend. We believe that this trend presents a significant cybersecurity challenge in 2015. In this session, we will discuss this increasing trend of drive-by attacks by dissecting examples of recent web infections, as well as share observed, sophisticated behavior of modern exploit pack and the challenges for research and discovery. As we present exploit kit information, trends and statistics from research derived from our Cyphort Crawler, you will gain an awareness and an understanding of these malvertising threats to better protect your site visitors from malware infection.
IT Security landscape and the latest threats and trendsSophos Benelux
Senior Security Advisor at Sophos, John Shier provided a very informative session during Infosecurity 2016 in the Netherlands in which he discussed the latest threats and trends in the digital world.
- What is WannaCry?
- What are its Worm, Exploit, Botnet, Backdoor, Ransomware characteristics?
- WannaCry and the end of the world?
- Malware Prevention?
- Is it a big deal? Comparison with other malware
- WannaCry, a Military and Political Perspective
Malware's Most Wanted: CryptoLocker—The Ransomware TrojanCyphort
The CryptoLocker Malware encrypts certain files with a private key and demands payment to regain access to the files. Nick Bilogorskiy, Director of Security Research, presents this deep dive into CryptoLocker and looks at the latest information around what is called one of the two most sophisticated and destructive forms of malicious software in existence. (The other being Gameover Zeus.)
Malware’s Most Wanted is a monthly series to inform IT security professionals on the details of the most dangerous advanced persistent threats. Attendees receive a special edition t-shirt.
Cyphort Labs has come across a sophisticated malware sample, dubbed Evil Bunny, which tricks sandboxes and shows rather uncommon deception traits to evade detection. Marion Marschalek, Security Researcher of Cyphort Labs, will dissect this evil, yet fascinating, malware called EvilBunny Malware Dropper. We will examine how it attempts to evade detection from AV and sandboxing, how it drops the payload, and how it persists and deletes itself.
CoinMiners are on the rise, trending so high that in the last couple of month they almost completely replaced ransomware in both media and the research community. Unlike ransomware which profit from rapid encryption of user’s data taken hostage, CoinMiners profit comes from high jacking computer resources. As long as the CoinMiner stays undetected and stealth, the higher its author profit.
In this talk we will focus on the unexplored territory of CoinMiner evasive maneuver and functionality to avoid getting found by its victims and provide tactics and tools to combat them.
TRITON: The Next Generation of ICS MalwareThomas Roccia
This presentation is about the industrial malware dubbed Triton that targeted Safety Industrial System in a oil and gas plant in 2017. It was presented during the CNES COMET event about Industrial Threats.
No company is safe from a Ransomware attack (malicious forms of software programmed to steal company data and hold it for "ransom"). However, technology has allowed us to mitigate these attacks by implementing proper recovery systems that can ensure that cyber criminals will never see a dime from your business.
Sony Attack by Destover Malware. Part of Cyphort Malware Most Wanted Series.Cyphort
Secretary Johnson called the attack on Sony Pictures Entertainment “an attack on our freedom of expression and way of life.” In this MMW session, we dissect Destover malware, responsible for more than 100 terabytes of stolen data from Sony Pictures Entertainment.
Added bonus: MMW Watch List of 2014
We will summarize the “most wanted” of the year 2014, including Backoff, the POS malware, and Zberp, the financial Trojan.
Malware writers are well aware of sandboxing, a popular way to detect brand new unknown malware by its behavior, and make code that infects the intended victim but has no malicious behavior in a sandbox. This MMW webinar demos specific ways how malware detects and hides from sandboxes including environmental check, stalling code, sleeps, hook detection and click triggers.
42 - Malware - Understand the Threat and How to RespondThomas Roccia
Malware are becoming more and more complex. In this talk presenting with Jean-Pierre Lesueur at the School 42, we explained the business model behind as well provided an understanding of the Malware Threat.
How can we avoid\prevent a ransomware attack Please check https://firewall.firm.in/preventing-ransomware/ , Use Sophos Antivirus & Firewall
Sophos Central Platform Manage all your Sophos Antivirus & Firewall from a single, cloud-based console.
Synchronized Security
Next-gen security with real-time intelligence sharing between your endpoints and firewall.
“No other company is close to delivering this type of communication between endpoint and network security products.” Please contact us on sales@itmonteur.net
Recently a ransomware variant titled “WannaCry” has infected thousands of unpatched endpoints worldwide.This quick presentation will provide a synopsis of what this threat might mean for end users and what actions can be taken in response to this new information.
Ángel Palomo Cisneros - Programming and playing a MITM attack [rooted2018]RootedCON
Describimos cómo mediante programación sencilla realizamos un ataque MITM (Man-in-the-middle) sobre un equipo y cómo tratamos de conseguir que pase de manera sigilosa.
How to Protect Your Organization from the Ransomware EpidemicTripwire
Join Steve Sletten, senior field systems engineer for Tripwire, for a short, information packed webinar that will focus on how to leverage basic security controls to protect and detect ransomware attacks before significant damage is done. Steve will cover:
• The evolutions of ransomware and how the most common vectors for the “ransomware on steroids” now attacking organizations.
• How to layer three basic security controls to make your organization harder to target, regardless of the infection vector.
• The top three ransomware mistakes most organizations make and what to do about them.
The PPT gives introduction about the ransomware attack which took place in 2013. It also have terms related to cyber security that may be useful to understand the event.
Dr. Fengmin Gong, Co-Founder and Chief Strategy Officer, presents why an ecosystem-based approach is necessary to defend against modern malware threats. Discussion continues with what it takes to implement cybersecurity using this approach. He also presents a number of use cases where multi-vendor products interacting in a security ecosystem provide the most effective protection for enterprises.
Blackhat USA 2014 - The New Scourge of RansomwareJohn Bambenek
In March of this year, a Romanian man killed himself and his 4-year old son because of a ransomware he received after visiting adult websites. This "police impersonation" malware instructed him to pay a massive fine or else go to jail for 11 years. Ransomware isn't a new threat; however, it introduced new life with CryptoLocker, the very first variant to perform encryption correctly, thussignificantly inhibiting security researchers and their typical countermeasures. Due to its unique nature, CryptoLocker is one of the few current malware campaigns that spawned its own working group focused around remediation. As time progressed, other ransomware copycat campaigns emerged, some of which got media attention even though they were nothing but vaporware.
This talk will focus on what the threat intelligence community did in response to this threat, including the development of near-time tracking of its infrastructure and what can be learned in order to manage new threats as they emerge.
Andrew Dodson - Smart grids are stupid ideasHackIT Ukraine
В докладе будут раскрыты следующие вопросы: Причины популярности экологически чистой энергии, в частности умных сетей, масштаб инвестиций в США, Европе и Австралии. Почему интеллектуальные сети более уязвимы, как коммунальная инфраструктура подверглась нападению, последствия крупных атак. Математические основы для понимания умных сетей и конкретных классификаций угроз. Угрозы скомпрометированных встраиваемых систем из Юго-Восточной Азии. Характеристики надежных, глупых и безопасных сетей .
Алексей Старов - Как проводить киберраследования?HackIT Ukraine
«Cybercrime» является особым направлением в области компьютерной безопасности и приватности. Это направление объединяет научные работы, которые исследуют различные сценарии атак или мошенничества, анализируют вредоносные экосистемы, обнаруживают злоумышленников и изучает их методы с целью разработки эффективных мер противодействия. В текущем докладе будут предоставлены рекомендации о том, как проводить киберрасследования, основываясь на примерах из наших работ и статей. Например, я расскажу о нашем масштабном исследовании вредоносных веб-оболочек и как мы смогли обнаружить жертв и нападающих по всему земному шару, а так же о том, как мы использовали навыки социальной инженерии, чтобы исследовать экосистему мошеннической технической поддержки, и многое другое. Моя цель состоит в том, чтобы заинтересовать научных исследователей и других представителей области ИБ в работе по направлению “Cybercrime”, в поиске различных путей предотвращения и расследования киберпреступлений. А также, показать, что подобные полезные исследования не всегда требует огромных ресурсов и сотрудничеств. Формат доклада: разговор в виде легкого семинара с элементами коллективного мозгового штурма (ноутбук не требуется). Мы рассмотрим 3 урока, из каждого выделяя полезные методы, инструменты и навыки. Язык: русский (с элементами английского).
IT Security landscape and the latest threats and trendsSophos Benelux
Senior Security Advisor at Sophos, John Shier provided a very informative session during Infosecurity 2016 in the Netherlands in which he discussed the latest threats and trends in the digital world.
- What is WannaCry?
- What are its Worm, Exploit, Botnet, Backdoor, Ransomware characteristics?
- WannaCry and the end of the world?
- Malware Prevention?
- Is it a big deal? Comparison with other malware
- WannaCry, a Military and Political Perspective
Malware's Most Wanted: CryptoLocker—The Ransomware TrojanCyphort
The CryptoLocker Malware encrypts certain files with a private key and demands payment to regain access to the files. Nick Bilogorskiy, Director of Security Research, presents this deep dive into CryptoLocker and looks at the latest information around what is called one of the two most sophisticated and destructive forms of malicious software in existence. (The other being Gameover Zeus.)
Malware’s Most Wanted is a monthly series to inform IT security professionals on the details of the most dangerous advanced persistent threats. Attendees receive a special edition t-shirt.
Cyphort Labs has come across a sophisticated malware sample, dubbed Evil Bunny, which tricks sandboxes and shows rather uncommon deception traits to evade detection. Marion Marschalek, Security Researcher of Cyphort Labs, will dissect this evil, yet fascinating, malware called EvilBunny Malware Dropper. We will examine how it attempts to evade detection from AV and sandboxing, how it drops the payload, and how it persists and deletes itself.
CoinMiners are on the rise, trending so high that in the last couple of month they almost completely replaced ransomware in both media and the research community. Unlike ransomware which profit from rapid encryption of user’s data taken hostage, CoinMiners profit comes from high jacking computer resources. As long as the CoinMiner stays undetected and stealth, the higher its author profit.
In this talk we will focus on the unexplored territory of CoinMiner evasive maneuver and functionality to avoid getting found by its victims and provide tactics and tools to combat them.
TRITON: The Next Generation of ICS MalwareThomas Roccia
This presentation is about the industrial malware dubbed Triton that targeted Safety Industrial System in a oil and gas plant in 2017. It was presented during the CNES COMET event about Industrial Threats.
No company is safe from a Ransomware attack (malicious forms of software programmed to steal company data and hold it for "ransom"). However, technology has allowed us to mitigate these attacks by implementing proper recovery systems that can ensure that cyber criminals will never see a dime from your business.
Sony Attack by Destover Malware. Part of Cyphort Malware Most Wanted Series.Cyphort
Secretary Johnson called the attack on Sony Pictures Entertainment “an attack on our freedom of expression and way of life.” In this MMW session, we dissect Destover malware, responsible for more than 100 terabytes of stolen data from Sony Pictures Entertainment.
Added bonus: MMW Watch List of 2014
We will summarize the “most wanted” of the year 2014, including Backoff, the POS malware, and Zberp, the financial Trojan.
Malware writers are well aware of sandboxing, a popular way to detect brand new unknown malware by its behavior, and make code that infects the intended victim but has no malicious behavior in a sandbox. This MMW webinar demos specific ways how malware detects and hides from sandboxes including environmental check, stalling code, sleeps, hook detection and click triggers.
42 - Malware - Understand the Threat and How to RespondThomas Roccia
Malware are becoming more and more complex. In this talk presenting with Jean-Pierre Lesueur at the School 42, we explained the business model behind as well provided an understanding of the Malware Threat.
How can we avoid\prevent a ransomware attack Please check https://firewall.firm.in/preventing-ransomware/ , Use Sophos Antivirus & Firewall
Sophos Central Platform Manage all your Sophos Antivirus & Firewall from a single, cloud-based console.
Synchronized Security
Next-gen security with real-time intelligence sharing between your endpoints and firewall.
“No other company is close to delivering this type of communication between endpoint and network security products.” Please contact us on sales@itmonteur.net
Recently a ransomware variant titled “WannaCry” has infected thousands of unpatched endpoints worldwide.This quick presentation will provide a synopsis of what this threat might mean for end users and what actions can be taken in response to this new information.
Ángel Palomo Cisneros - Programming and playing a MITM attack [rooted2018]RootedCON
Describimos cómo mediante programación sencilla realizamos un ataque MITM (Man-in-the-middle) sobre un equipo y cómo tratamos de conseguir que pase de manera sigilosa.
How to Protect Your Organization from the Ransomware EpidemicTripwire
Join Steve Sletten, senior field systems engineer for Tripwire, for a short, information packed webinar that will focus on how to leverage basic security controls to protect and detect ransomware attacks before significant damage is done. Steve will cover:
• The evolutions of ransomware and how the most common vectors for the “ransomware on steroids” now attacking organizations.
• How to layer three basic security controls to make your organization harder to target, regardless of the infection vector.
• The top three ransomware mistakes most organizations make and what to do about them.
The PPT gives introduction about the ransomware attack which took place in 2013. It also have terms related to cyber security that may be useful to understand the event.
Dr. Fengmin Gong, Co-Founder and Chief Strategy Officer, presents why an ecosystem-based approach is necessary to defend against modern malware threats. Discussion continues with what it takes to implement cybersecurity using this approach. He also presents a number of use cases where multi-vendor products interacting in a security ecosystem provide the most effective protection for enterprises.
Blackhat USA 2014 - The New Scourge of RansomwareJohn Bambenek
In March of this year, a Romanian man killed himself and his 4-year old son because of a ransomware he received after visiting adult websites. This "police impersonation" malware instructed him to pay a massive fine or else go to jail for 11 years. Ransomware isn't a new threat; however, it introduced new life with CryptoLocker, the very first variant to perform encryption correctly, thussignificantly inhibiting security researchers and their typical countermeasures. Due to its unique nature, CryptoLocker is one of the few current malware campaigns that spawned its own working group focused around remediation. As time progressed, other ransomware copycat campaigns emerged, some of which got media attention even though they were nothing but vaporware.
This talk will focus on what the threat intelligence community did in response to this threat, including the development of near-time tracking of its infrastructure and what can be learned in order to manage new threats as they emerge.
Andrew Dodson - Smart grids are stupid ideasHackIT Ukraine
В докладе будут раскрыты следующие вопросы: Причины популярности экологически чистой энергии, в частности умных сетей, масштаб инвестиций в США, Европе и Австралии. Почему интеллектуальные сети более уязвимы, как коммунальная инфраструктура подверглась нападению, последствия крупных атак. Математические основы для понимания умных сетей и конкретных классификаций угроз. Угрозы скомпрометированных встраиваемых систем из Юго-Восточной Азии. Характеристики надежных, глупых и безопасных сетей .
Алексей Старов - Как проводить киберраследования?HackIT Ukraine
«Cybercrime» является особым направлением в области компьютерной безопасности и приватности. Это направление объединяет научные работы, которые исследуют различные сценарии атак или мошенничества, анализируют вредоносные экосистемы, обнаруживают злоумышленников и изучает их методы с целью разработки эффективных мер противодействия. В текущем докладе будут предоставлены рекомендации о том, как проводить киберрасследования, основываясь на примерах из наших работ и статей. Например, я расскажу о нашем масштабном исследовании вредоносных веб-оболочек и как мы смогли обнаружить жертв и нападающих по всему земному шару, а так же о том, как мы использовали навыки социальной инженерии, чтобы исследовать экосистему мошеннической технической поддержки, и многое другое. Моя цель состоит в том, чтобы заинтересовать научных исследователей и других представителей области ИБ в работе по направлению “Cybercrime”, в поиске различных путей предотвращения и расследования киберпреступлений. А также, показать, что подобные полезные исследования не всегда требует огромных ресурсов и сотрудничеств. Формат доклада: разговор в виде легкого семинара с элементами коллективного мозгового штурма (ноутбук не требуется). Мы рассмотрим 3 урока, из каждого выделяя полезные методы, инструменты и навыки. Язык: русский (с элементами английского).
Andrew Auernheimer - Hacktivism for profit and gloryHackIT Ukraine
В докладе описывается использование технологий для нападнения и получения прибыли от мировых держав и крупных корпораций. Подчеркиваются реальные атаки против компаний из Fortune 500 таких, как AT&T, Apple и Amazon, а также мировых правительств.
Alfonso De Gregorio - Vulnerabilities and Their Surrounding Ethical Questions...HackIT Ukraine
Уязвимость нулевого дня - недостатки программного обеспечения, которые известны некоторым,кто мог бы уменьшить их конкретные негативные последствия - приобретают заметную роль в современной разведке, национальной безопасности и правоохранительных операциях. В то же время, отсутствие прозрачности и подотчетности в их торговле и адаптаци, их возможная чрезмерная эксплуатации или злоупотребление, скрытый конфликт интересов со стороны субъектов обращения с ними, а также их потенциальный двойной эффект могут представлять социальные риски или приводят к нарушению прав человека. Если оставить без внимания эти проблемы связанные с использованием 0-day, то это ставит под сомнение законность уязвимостей нулевого дня в качестве инструментов реализации национальных операций по обеспечению безопасности и правоохранительных органов и приводят к явному уменьшению пользы, чтобы их адекватно применяли для целей судебной системы, обороны и разведки. Эта работа исследует то, что частный сектор участвует в торговле уязвимости нулевого дня может сделать так, чтобы было обеспечено соблюдение прав человека и доброкачественное и полезное использования обществом этих возможностей. После рассмотрения того, что может пойти не так в приобретении уязвимости нулевого дня, статья вносит свой вклад в первый кодекс этики, ориентированный на торговлю информации об уязвимостях, в которой автор излагает шесть принципов и восемь соответствующих этических норм, направленных соответственно на руководство и на регулирование проведения этого бизнеса.
Андрей Аваданей - Как с помощью honeypot защитить критические активы компанииHackIT Ukraine
Когда вы имеете дело с критически важной информацией, богатством, комплексными инфраструктурами или вы являетесь поставщиком какого-либо продукта для обычных пользователей, вы должны быть готовы к худшему и принимать упреждающие меры для защиты и предотвращения инцидентов от повреждения вашей сети, активов, репутации или утечки конфиденциальной информации. В любом виде атаки, есть короткий промежуток времени, когда злоумышленники наиболее уязвимы. В докладе будут отображены несколько точек зрения, а также примеры того, как мы можем идентифицировать, дезинформировать или контр-атаковать злоумышленника. Также будет рассказано об IoT, honeypots, наступательных подходах, APT, вредоносных программах, контратаках и минимальные требования для защиты устройств от "кибер рабства".
Владимир Махитко - Automotive security. New challengesHackIT Ukraine
Задача доклада - рассмотреть автомобильною безопасность как новое направление в кибер безопасности. Показать текущее состояние, главные опасения, некоторые примеры, возможные решения и отношение автопроизводителей к вопросам безопасности.
Лариса Матвеева - Хакеры и уголовная ответственность: как избежать негативных...HackIT Ukraine
В докладе будет раскрыта тема возможного признания противоправными отдельных действий IT-специалистов, предоставлены реальные практические советы, как обезопасить себя во время следственных действий и будет проведен анализ сложившейся судебной практики по данному направлению.
Алексей Барановский - Обучение специальности КиберБезопасность в Украине: про...HackIT Ukraine
Данное выступление посвящено рассмотрению особенностей обучения кибербезопасности и родственных специальностей в Украине. Поднимаются вопросы: учебных программ высших учебных заведений, сертификационных программ вендоров, вендоронезависимых международных сертификационных программ, таких как EC Council, ISC2, ISACA и т.д. Выступление ориентировано на студенческую аудиторию и предполагает большое количество живого общения в виде панельной дискуссии.
Техники пентеста для активной защиты - Николай ОвчарукHackIT Ukraine
Презентация с форума http://hackit-ukraine.com/
Николай Овчарук
Служба IT безопасности, Воля
Техники пентеста для активной защиты
О спикере: Занимается техническим аудитом, расследованием инцидентов, разработкой и внедрением средств защиты. Играет в CTF.
Алексей Ясинский - Опыт расследования современных кибер-атак на примере Black...HackIT Ukraine
24.10.2015 года “Компания" подверглась хакерской атаке, в процессе расследования этого инцидента, была выявлена подобная активность злоумышленников и на другие предприятия в масштабах Украины, проанализированы методы и тактика проникновения в инфраструктуру жертвы. Результаты данного расследования будут освещены в докладе.
Дмитрий Момот - Современные способы атак на сотовые сети, их последствия и пр...HackIT Ukraine
В рамках своего выступления я расскажу о современных способах атак на мобильные сети, таких как эксплуатирование уязвимостей SS7-сетей и подмена базовой станции. К сожалению, разрабочики «сотовой связи» в 80-е годы прошлого века думали о качестве, о стоимости, о доступности, но не о безопасности создаваемой системы. Не многие знают, что сегодня любой грамотный хакер может получить доступ к вашим звонкам, СМС и отслеживать ваше местонахождение. Целью подобных атак является получение данных о звонках и СМС, их содержание, определение местонахождения и отслеживание передвижения абонента. Кроме сбора информации, подобные атаки часто применяются злоумышленниками для получения доступа к банковским аккаунтам жертвы, либо к конфиденциальной информации, например, мессенджерам, привязанным к мобильному номеру. Если мне дадут разрешение, я бы хотел продемонстрировать одну из атак на посетителях конференции. Если атака путем подмены базовой станции требует нахождения в одной соте с отлеживаемым абонентом, то эксплуатирование уязвимостей SS7-сетей можно проводить даже с территории другого государства. И если простой пользователь не сможет никак лично предотвратить эксплуатацию уязвимостей в SS7-сетях, то он подмены базовой станции разработан эффективные инструменты защиты, о которых я и расскажу в своем выступление. В завершение выступления мне бы хотелось поговорить о защищенных альтернативах SS7-сетей.
EverSec + Cyphort: Big Trends in CybersecurityCyphort
Advanced threats are changing so often it is getting harder and harder to keep up! In addition to new attacks, hackers are reinventing older ones, making it even more difficult to detect. In this webinar, we will discuss at a high-level some of biggest cybersecurity threats happening right now, including:
--The Resurgence of Ransomware - Locky and other new cryptolockers
--Malvertising, oh My! - No website is safe from unknowingly spreading malware to visitors
--I have RATs - How to defend against Remote Access Trojans stealing your data
Ransomware webinar may 2016 final version externalZscaler
In the last few years, ransomware has taken the cybercrime world by storm. CryptoWall 3.0, one of the most lucrative and broad-reaching ransomware campaigns, was alone responsible for 406,887 infection attempts and accounted for about $325 million in damages in 2015.1 And, according to the Institute for Critical Infrastructure Technology, ransomware promises to wreak more havoc in 2016.
While individual users were once the preferred target of ransomware, perpetrators have increasingly set their sights on businesses and organizations. And you can bet that with larger targets, the ransom demands will increase accordingly.
Are you prepared for such an attack?
In this presentaiton we will highlight how ransomware can impact your business and why legacy security solutions don’t stand a chance against such threats.
Ransomware is a PC or Mac-based malicious piece of software that encrypts a user or company’s files and forces them to pay a fee to the hacker in order to regain access to their own files.
Not only can ransomware encrypt the files on your computer; the software is smart enough to travel across your network and encrypt any files located on shared network drives. This can lead to a catastrophic situation whereby one infected user can bring an entire company to a halt.
Failed Ransom: How IBM XGS Defeated RansomwareIBM Security
View on-demand webinar: http://event.on24.com/wcc/r/1238398/409AE8848D4FF1210B56EC81538788EB
Ransomware is a growing threat impacting organizations across all industries. But not all is lost. There are preventative measures that can be taken to help protect against ransomware attacks, including deploying a next-generation intrusion prevention system (IPS), such as the IBM XGS.
Join our webinar to:
Understand the current threats associated with ransomware
Learn how leading-edge research from IBM X-Force powers the XGS to stop ransomware
Hear how IBM XGS proactively blocked ransomware at a large healthcare insurance organization
TECHNICAL WHITE PAPER▶ Symantec Website Security Threat ReportSymantec
The biggest story in 2014 was, of course, the Heartbleed bug, which shook the foundations of Internet security. This wasn’t about criminals being clever; it was about the inherent vulnerabilities of human-built software, and it reminded everyone of the need for vigilance, better implementation, and more diligent website security.
Of course, while Heartbleed hit the headlines, criminals were still hard at work making their own opportunities for exploitation, theft and disruption. 2014 saw criminals grow more professional, sophisticated, and aggressive in their tactics to the detriment of businesses and individuals alike.
Ransomware- A reality check (Part 1).pptxInfosectrain3
Ransomware is the type of malicious software or malware that prevents you from accessing your files, networks, or systems. They demand a ransom amount to get your access back.
Kaspersky North American Virus Analyst SummitPR Americas
Kaspersky Lab analysts are seeing over 50,000 new malware threats per day in the lab. The best defense against these threats is knowledge. Our Global Research and Analysis Team provided succinct presentations and discussion about the latest Internet threats that exist today, and offered tips to protect attendees from cybercriminals. These presentations provided a greater understanding of the threat landscape and what to expect throughout the rest of 2010.
Panda Adaptive Defense 360 - Cyber Extortion GuidePanda Security
What is Cyber Extortion? How do cybercriminals use ransomware for attacks? What to do if you are a victim of cyber extortion?
Panda Security answers all these questions and gives you some recommendations and advises to prevent Cyberattacks in this Practical Security Guide to Prevent Cyber Extortion.
We, at Panda, have developed the first solution that guarantees continuous monitoring of all the active processes: Adaptive Defense 360
http://promo.pandasecurity.com/adaptive-defense/en/
Brief study of Wannacry and the massive attack that took place on May 12, 2017, where the Spanish telecommunications company Telefónica was one of the first victims of this ransomware. The timeline of the events, the vulnerabilities of the company, the costs left by the attack and the possible prevention measures are reviewed.
Author: Sergio Renteria Nuñez
Never before in the history of human kind have people across the world been subjected to extortion on a massive scale as they are today. In recent years, personal use of computers and the internet has exploded and, along with this massive growth, cybercriminals have emerged to feed off this burgeoning market, targeting innocent users with a wide range of malware. The vast majority of these threats are aimed at directly or indirectly making money from the victims. Today, ransomware has emerged as one of the most troublesome malware categories of our time.
There are two basic types of ransomware in circulation. The most common type today is crypto ransomware, which aims to encrypt personal data and files. The other, known as locker ransomware, is designed to lock the computer, preventing victims from using it. In this research, we will take a look at how the ransomware types work, not just from a technological point of view but also from a psychological viewpoint. We will also look at how these threats evolved, what factors are at play to make ransomware the major problem that it is today, and where ransomware is likely to surface next.
Ransomware and tips to prevent ransomware attacksdinCloud Inc.
What is ransomware? How to protect against the threat of ransomware and what to do when there is a ransomware attack? These 8 tips will help you in preventing you and your organization from ransomware attacks.
Similar to Ник Белогорский - Будни Кремниевой Долины. История карьеры Ника, борьба с хакерами и продукты кибербезопасности. (20)
"В поисках уязвимостей мобильных приложений", Алексей ГолубевHackIT Ukraine
Сейчас практически каждая организация помимо официального веб сайта имеет мобильное приложения для предоставления услуг мобильным пользователям. При этом в отличии от традиционных веб сайтов, которые в большинстве своем использую готовые фреймворки, очищенные от уязвимостей, мобильное API зачастую проектируется отдельно под каждый проект. Такой подход неизбежно ведет за собой разного рода ошибки и отсутствие четкой стандартизации. Тем не менее разработчики от Ebay до мелких компаний совершают одни и те же ошибки, которые ведут к взлому аккаунтов, утечки данных, спаму пользователей и т.д. Недоработки в работе в этой среде процветает даже у огромных компаний.
"Безопасность и надежность ПО в техногенном мире", Владимир ОбризанHackIT Ukraine
В докладе на примерах будет рассказано о возрастающей роли безопасности и надежности программного обеспечения в современном мире. Особенность сегодняшнего дня — проникновение компьютерного управления во все сферы деятельности: медицина, финансы, транспорт, логистика и другие. Может ли ненадежное ПО привести к финансовым потерям? Сорвать планы на отпуск? Вывести из строя фабрику? Убить человека?
"Технология блокчейн: новые возможности и новые уязвимости", Дмитрий КайдаловHackIT Ukraine
Блокчейн — новая технология, которая лежит в основе децентрализованной платежной системы Биткоин и других криптовалют. К настоящему времени она обрела значительную популярность и сейчас по праву считается прорывной для финансового мира. Однако, с ростом популярности участились случаи успешного осуществления разнообразных атак на блокчейн системы.
В докладе рассмотрена технология блокчейн в целом, ее наиболее значимые инновации, детально разобран ряд конкретных атак на популярные системы и проанализированы факторы, которые привели к появлению таких атак.
"Безопасные Биткоин-транзакции без специального оборудования", Алексей КаракуловHackIT Ukraine
Одна из трудностей в использовании Биткоина — в том, что безопасность плохо сочетается с удобством. Секретные ключи от кошелька можно хранить в офлайне многими способами, однако проблема возникает, когда мы хотим потратить биткоины. Если приложение для кошелька используется на скомпрометированной системе, простого трояна достаточно, чтобы слить секретные ключи.
На сегодняшний день популярны два безопасных способа использования Биткоина: аппаратный кошелёк и «холодный кошелёк» на изолированном компьютере. Оба способа непривлекательны для новых пользователей: надёжные аппаратные кошельки достаточно дорогие, а холодные кошельки не слишком портативны и пока неудобны в использовании.
Я продемонстрирую процедуру исполнения Биткоин транзакций с переходом в офлайн режим перед вводом секретного ключа на примере ОС Tails и кошелька Electrum. Хотя процедура не даёт таких же гарантий безопасности, как холодный кошелёк, она не требует отдельного устройства для кошелька, и при этом значительно безопаснее, чем использование Биткоина на обычной десктопной ОС
"Как ловят хакеров в Украине", Дмитрий ГадомскийHackIT Ukraine
Украина стабильно входит в десятку государств, с территории которых чаще всего инициируются кибератаки. А вот украинские правоохранительные органы пока и близко не подобрались к десятке стран мира, которые ловят хакеров наилучшим образом. В Украине есть смешные, грустные, нашумевшие, интересные и скучные уголовные дела по хакингу. В нескольких уголовных делах по хакингу Дима принимал участие в качестве адвоката CitiBank и швейцарского промышленного гиганта, в некоторых — как консультант, а в каких-то случаях помогал советами, о которых его не просили. Дима расскажет, как он с белыми хакерами в течении 48 часов и 4 литров кофе делали работу за киберполицию, как суд в Николаеве вообще не понимал ничего, как обманывает пользователей Forex, и о других обстоятельствах, которые больше не являются адвокатской тайной.
The software security depends largely on how the system was designed, developed and deployed, so at this time it is necessary to take into account the security requirements already at the stage of requirements development and software design. There are some different approaches to security requirements engineering, each of them has its advantages and disadvantages. During the speech, methods of security requirements engineering, identifying parties, identifying and assessing the risks of software assets, tracking implementation of requirements, etc. will be considered.
"Наступну атаку можна попередити", Олександр ЧубарукHackIT Ukraine
Багато компаній покладаються на технології ІТ-безпеки, засновані на принципах виявлення атак, а не на їх запобігання. Такий фрагментований підхід фокусується на виправленні наслідків вже реалізованої атаки! На сьогоднішній день є потреба у зміні курсу і впровадженні нової архітектури, що дозволяє запобігати атакам.
"How to make money with Hacken?", Dmytro BudorinHackIT Ukraine
This presentation features proprietary research conducted by Cybersecurity Ventures. Please see https://cybersecurityventures.com/hackerpocalypse-cybercrime-report-2016 for a complete report
It also explains possible ways to earn money, advantages of cryptocurrency Hacken.
"Using cryptolockers as a cyber weapon", Alexander AdamovHackIT Ukraine
In the wake of one of the most destructive cyber attack in the history of Ukraine, NotPetya / EternalPetya, we will analyze the factors that contributed to the rapid infection growth, and why security solutions, including antiviruses, could not stop the attack. We will consider the cyber attacks of the cryptolockers XData and WannaCry.NET, which preceded the attack on June 27 and were allegedly created by the same group of cybercriminals who were involved in TeleBots and BlackEnergy attacks.
"Cryptography, Data Protection, and Security For Start-Ups In The Post Snowde...HackIT Ukraine
The revelations of the Snowden Leaks and other events in modern internet times have resulted in a need for developers and security professionals working on start-up companies to rethink not just security policies and procedures but overall architecture more broadly. Cryptographic systems in communications systems have seen the largest architectural changes. However, changes are also required in data storage architecture and even networking architecture.
This talk will discuss means and methodologies for building secure, robust, and resilient start-up computing architectures. Common attacks that impact startups, data compromises, and DDoS attacks will be discussed. The impact of the required adaptations in infrastructure and software design on existing common business models, like AdRev, will be touched on.
"Bypassing two factor authentication", Shahmeer AmirHackIT Ukraine
This research provides an insight to bypassing two factor authentication mechanisms in multiple ways. The goal is to demonstrate theoretically as to how common two factor authentication protected systems can be bypassed using simple techniques. This has been done by examining many systems and a practical approach has been utilized in order to dig out realistic methodologies which can be used to bypass two factor authentication systems in web based systems. By proving that the author aims to provide a basis of research to future researchers for bypassing 2fa in other such techniques.
"Системы уникализации и идентификации пользователей в сети. Методы защиты от ...HackIT Ukraine
В докладе будет рассказано о современных методиках уникализации и последующей идентификации пользователей, таких как WebRTC Fingerprint, WebGL Fingerprint, Canvas Fingerprint, ClientRect Fingerprint, AudioContext Fingerprint, Ubercookies Fingerprint, отпечаток GPU и многое другое, о применении данных методик для выявления мошенников, предотвращения использования мультиаккаунтов, расследования киберпреступлений и конечно рекламного таргетинга.
Have you ever dreamed of getting paid to hack?!
As a Bug Hunter, this is what its all about, you hack and find vulnerabilities in software and websites, then end up with profit and fame.
In this session, I will explain to you how to start your journey in bug hunting, Are you ready?
"15 Technique to Exploit File Upload Pages", Ebrahim HegazyHackIT Ukraine
During the session we will go through different methods of exploiting file upload pages in order to trigger Remote Code Execution, SQL Injection, Directory Traversal, DOS, Cross Site Scripting and else of web application vulnerabilities with demo codes. Also, we will see things from both Developers and Attackers side. What are the protections done by Developers to mitigate file upload issues by validating File Name, File Content-Type, actual File Content and how to bypass it All using 15 Technique!
Вадим Ковкин - Безопасный коммуникатор: миф или реальность?HackIT Ukraine
Основные уязвимости мессенджеров для мобильных устройств. Требования к аутентификации пользователей защищенного мессенджера. Особенности реализации сквозного шифрования в True Secure Messenger. Способы защиты от атак типа «человек посередине» в мессенджерах.
Денис Шокотько - Опыт создания продукта в области информационной безопасности.HackIT Ukraine
В докладе пойдет речь о личном опыте создания, развития и продвижения В2В-продукта в области ИБ. Будет описан процесс разработки и подготовки проекта к жизни, рассмотрены особенности рынка и подходов компаний к выбору поставщиков решений, а также приведены советы по продвижению продукта и организации продаж.
Online aptitude test management system project report.pdfKamal Acharya
The purpose of on-line aptitude test system is to take online test in an efficient manner and no time wasting for checking the paper. The main objective of on-line aptitude test system is to efficiently evaluate the candidate thoroughly through a fully automated system that not only saves lot of time but also gives fast results. For students they give papers according to their convenience and time and there is no need of using extra thing like paper, pen etc. This can be used in educational institutions as well as in corporate world. Can be used anywhere any time as it is a web based application (user Location doesn’t matter). No restriction that examiner has to be present when the candidate takes the test.
Every time when lecturers/professors need to conduct examinations they have to sit down think about the questions and then create a whole new set of questions for each and every exam. In some cases the professor may want to give an open book online exam that is the student can take the exam any time anywhere, but the student might have to answer the questions in a limited time period. The professor may want to change the sequence of questions for every student. The problem that a student has is whenever a date for the exam is declared the student has to take it and there is no way he can take it at some other time. This project will create an interface for the examiner to create and store questions in a repository. It will also create an interface for the student to take examinations at his convenience and the questions and/or exams may be timed. Thereby creating an application which can be used by examiners and examinee’s simultaneously.
Examination System is very useful for Teachers/Professors. As in the teaching profession, you are responsible for writing question papers. In the conventional method, you write the question paper on paper, keep question papers separate from answers and all this information you have to keep in a locker to avoid unauthorized access. Using the Examination System you can create a question paper and everything will be written to a single exam file in encrypted format. You can set the General and Administrator password to avoid unauthorized access to your question paper. Every time you start the examination, the program shuffles all the questions and selects them randomly from the database, which reduces the chances of memorizing the questions.
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KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
6. Founded
In 2011 by a team of
security experts.
Launched our
Advanced Threat
Defense Platform
product in Q3 2013
HQ
Located in the heart
of Silicon Valley
Santa Clara, CA
80+ people
Funding Winning!
7.
8. Network-Based Next Generation APT Defense
Correlated Visibility
Next-Gen Perimeter Defense
with Lateral Movement
Virtualized Deployment
Flexible Software-based
Security Solution
Dynamic Detection
Machine Learning plus
Behavioral Inspection
10. Cyphort Architecture Advantage
Collector:
Headquarters
Web Traffic
Collector:
Branch Office
Web Traffic
Collector:
Data Center
Collector:
Email
Collect
Infection
Verification
(Native, Carbon-
Black, Tanium,
Confer)
Mitigation & Enforcement
Publish Blocking Data
To Existing: FW, IPS and SWG
API based or manual
{ Verify infection on suspect
endpoints before cleaning }
Act
API
API
Cyphort Global
Security Services
Cyphort Core
Multi-method Inspection
Machine Learning Analytics
Correlation
User &
Asset Data
Inspection
Analytics
Correlation
Inspect
Cyphort Golden Image
11.
12.
13. Цели
Гражданское общество
Борьба с коррупцией
Гуманитарная помощь
Помощь перемещённым лицам
Образовательные программы
Популяризация Украины в США
25. • easy to use,
• fast,
• publicly available,
• decentralized, and
• Provides anonymity, which
serves to encourage
extortion.
Bitcoin Primer
26. How often do you backup?
Computer Backup Frequency 2008-2015 (BackBlaze data)
Frequency 2008 2009 2010 2011 2012 2013 2014 2015
Daily 6% 6% 8% 6% 10% 10% 9% 8%
Other 56% 57% 58% 60% 10% 59% 63% 67%
Never 38% 37% 34% 34% 31% 29% 28% 25%
27. The Ransomware Business Model
o 90% of people do not backup daily
o Data Theft in place
o Anonymity (TOR, Bitcoin)
o Operating with impunity in Eastern Europe
o Extortion
o Focus on ease of use to drive conversion
o Currently 50% pay the ransom,
it was 41% 2 years ago
29. HOSPITALS
Hollywood Presbyterian
Medical Center , Kentucky
Methodist Hospital,
Alvarado Hospital Medical
Center and King's
Daughters' Health, Kentucky
Methodist Hospital, Chino
Valley Medical Center and
Desert Valley Hospital,
Baltimore’s Union Memorial
Hospital, and many others
POLICE
Tewksbury Police Department
Swansea Police Department
Chicago suburb of Midlothian
Dickson County, Tennessee
Durham, N.H
Plainfield, N.J
Collinsville, Alabama,
hackers in Detroit demanded
$800,000 in bitcoin after they
had encrypted the city's
database.
Known Victims… So far
SCHOOLS GOVERNMENT
321 incident reports of
"ransomware-related
activity" affecting 29
different federal
networks since June
2015, according to the
Department of
Homeland Security.
South Carolina school
district paid $10,000 . A
New Jersey school district
was hit, holding up the
computerized PARCC exams.
Follett Learning's Destiny
library management
software, which is used in
US schools is vulnerable to
SamSam ransomware.
30. Apr 30, 2016:
In the past 48 hours, the House Information Security
Office has seen an increase of attacks on the House
Network […] focused on putting “ransomware” on users’
computers.[…] .As part of that effort, we will be blocking
access to YahooMail on the House Network until further
notice.
33. o network mitigation
o network countermeasures
o loss of productivity
o legal fees
o IT services
o purchase of credit monitoring
services for employees or
customers
o Potential harm to an
organization’s reputation.
Ransomware: Additional Costs
34. 2016 Ransomware tricks
1. Targeting businesses (e.g. hospitals) rather than
individuals.
2. Deleting files at regular intervals to increase the
urgency to pay ransom faster – Jigsaw
3. Encrypting entire drives - Petya
4. Encrypting web servers data -
RansomWeb, Kimcilware
35. 2016 Ransomware tricks
5. Encrypting data on unmapped
network drives DMA Locker,
CryptoFortress
6. Deleting or overwriting cloud
backups.
7. Encrypting each file with its
own unique key - Rokku
36. 2016 Ransomware tricks
8. Targeting non-Windows platforms
– SimpleLocker, KeRanger
9. Using the computer speaker to
speak to the victim - Cerber
10. Ransomware as a service – Tox
11. Using counter-detection malware
armoring, anti-VM and anti-
analysis functions - CryptXXX
37. Cerber Bitcoin Mixing service
o Cerber distributes
ransomware through
affiliates
o At least 150,000 victims a
month
o tens of thousands of Bitcoin
wallets in the mixing service
o 20% cut
Checkpoint
38. IOT - Smart TV Ransomware
o Flocker Ransomware
infects Smart TVs
o aka Frantic Locker
o locks screen and demands
$200 in iTunes gift cards
39. IOT Thermostat Ransomware
o proof-of-concept
ransomware for smart
thermostats at DEFCON
o Locks temperature at 99
degrees until the owner pays
a ransom to obtain a PIN
which would unlock it.
40. HiddenTear – PokemonGo ransomware
o Hidden-Tear, is masquerading
as a Pokémon GO application
for Windows.
o targeting Arabic users
o This one spreads by copying
the executable to all drives
with autorun
43. Tips to Avoid Ransomware Infection
o Install the latest patches for your software,
especially Adobe, Microsoft and Oracle apps
o Use network protection
o Use a comprehensive endpoint security
solution with behavioral detection
o Turn Windows User Access Control on
o Block Macros
44. Tips to Avoid Ransomware Infection
o Be skeptical: Don’t click on anything
suspicious
o Block popups and use an ad-blocker
o Override your browser’s user-agent*
o Consider Microsoft Office viewers
o Disable Windows Script Host
45. Tips to Avoid Losing Data to Ransomware
o Identify Ransomware and look for a decryptor:
o Shadow Copies
o Turn off computer at first signs of infection
o Remember: the only effective
ransomware defense is backup
https://id-ransomware.malwarehunterteam.com/
46. Tips to Avoid Losing Data to Ransomware
o List of free decryptors: http://bit.ly/decryptors
48. Malvertising is the use of online advertising to spread
malware.
Malvertising involves injecting malicious ads into
legitimate online advertising networks and web pages.
Anti-Malvertising.com
What is Malvertising
49. How Malvertising works
df
User
Visits a popular
website, gets infected
via exploit kit
Website
Serves a banner ad,
sometimes malicious
Attacker
Creates and injects malware
ads into advertising network
Advertising Network
Selects an ad based on
auction, sends to the website
51. Techniques to avoid detection
o Enable malicious
payload after a delay
o Only serve exploits to
every 10th user
o Verifying user agents
and IP addresses
o HTTPS redirectors
Editor's Notes
Cyphort was founded in 2011 by a team of security researchers with experience in government and private security companies. Cyphort advanced threat defense platform has been generally available since the Q3 of 2013 with a growing list of customers. We are head quartered in Santa Clara in the heart of silicon valley and are very well funded by top tier veanture firms. Since coming out of stealth mode, we have been named a top innovator at RSA 2014 and Network World in addition to wining Info Security Products Guide Global Excellence award.
Slide purpose: Establish Cyphort as the next generation solution for APT defense that fixes what is broken with the 1st generation solutions. There are three areas that need to be highlighted.
Cyphort is the next generation APT defense solution. We have learned from the customers and built a product that closes the gaps left open by the 1st generation solutions.
1. Cyphort can identify malware and threat activity moving across the enterprise perimeter and laterally inside the network. A correlated view of this entire threat activity provides a better understanding of what threats are active and what they are doing in your organization.
2. Cyphort has built a malware and threat detection engine that evolves as the threats evolve. Cyphort utilizes machine learning analytics engine that learns and evolves as it encounters new threats. Additionally, a behavioral inspection environment consisting of an adaptive array of sandboxes ensures highly evasive malware displays its behavior for effective detection. Custom golden image based sandbox environments add refinement and local context to detection.
3. Cyphort solution is, easily and cost-effectively deployed in single locations, across distributed enterprises and/or virtualized cloud environments for ultimate flexibility and scalability. The Cyphort solution is delivered as software and VM that can be installed on general-purpose hardware, virtual machines and cloud environments. Extensive open API helps integration with the rest of your security infrastructure to provide rapid incident response, and threat containment.
Collection
Cyphort collectors are deployed across the enterprise covering Web, Mail, Data Center, Cloud, and additional Parallel P2P data flow to Continuously Monitor traffic and objects for analysis
Cyphort creates full visibility into an organization, allowing for analysis of any potential malicious object or traffic such as C&C
Also as mentioned if instrumentation or file carving exists you can just push us data
Inspection
Cyphort has build industry first Static & Behavioral Interrogation environment.
First Cyphort uses static analysis models to find indicators from objects that could help determine the user target, asset targets, and any C&C information
After Static Analysis objects are moved into Behavioral Analysis environments which use multiple architecture such as:
Full virtualization, emulations, and golden image modules to detonate objects and discover their full behavioral.
We cover Windows & OSX
Analytics
The information from the Inspection Stage is then passed to Analysis engine which uses Machine Learning to turn indicators into Features (we currently have over 2000 features) which allow for highly accurate detection
Correlation
From there the Cyphort Correlation Module correlate all indicators, meta-data, and local asset data, to determine:
The Severity of Malware
The Risk of the overall Incident
The Technique the attackers are using
The Proper Mitigation for the right enforcement devices
Infection Verification Pack
Cyphort collects all the persistent artifacts from our detonation environments as IOC’s (Indicators of Compromise) and provides them as an MSI file for end point validation of active threats
We also use custom algorithms to determine the possibly paths a polymorphic Malware can write to removing False-Negative possibilities on the endpoint
12
13
17
19
type of malware that restricts access to the infected computer system in some way, and demands that the user pay a ransom to the malware operators to remove the restriction
Lockers vs Cryptoware. During 2013, Kovter acted as a police ransomware –remaining on the device, listening to the user’s traffic, “waiting” for something to happen. Once a user enters their account credentials or uses file sharing applications to download unsolicited files, Kovter pops up a message stating the user violated the law, demanding they pay a fine. Another similar attack was 2012 Trojan called Reveton. It was claiming that the computer has been used for illegal activities, such as downloading pirated software or child pornography.[41] The warning informs the user that to unlock their system, they would have to pay a fine using a voucher from an anonymous prepaid cash service such as Ukash or Paysafecard. To increase the illusion that the computer is being tracked by law enforcement, the screen also displays the computer's IP address, while some versions display footage from a victim's webcam to give the illusion that the user is being recorded. This threats are very effective, convincing and dangerous. They can even claim a human life. Joseph Edwards, 17, who hanged himself after receiving a scam e-mail which he believed was from the police and referred to indecent photos.
Ransomware encrypts files on a user’s computer and renders them unusable until the victim pays the ransom and obtains the key to decrypt.
Cybercriminals are making millions of dollars from ransomware. According to forecasts and assessments made by experts, the threat of ransomware will continue to rise in the months and years to come. In many cases, victims are left with no other choice than to pay the attackers, and even the FBI often advises victims to pay the ransom as the only recourse. Traditional methods and tools no longer suffice to deal with the fast-evolving landscape of ransomware viruses, and new approaches are needed to detect and counter its devastating effects.
Tor has become a proven means of communication and is ideal for hosting CNC and ransom payment sites.TOR is: The Tor network is used by anyone who wants to maintain their online anonymity.
It does this by routing all traffic from the client to the destination through a series ofrelays called a circuit. Relays are simply Tor clients configured to also act as a router for other clients in order to provide more bandwidth to the network. By default, Tor clients send traffic through a circuit of 3 relays before reaching the final destination.Tor clients encrypt all their traffic so that routers will only know two things: where the traffic came from immediately before it, and where the next stop for the traffic will be. This is done by encrypting the traffic once for each relay in the circuit, using a different key for each layer of encryption. This way, as each relay receives the traffic, it can only strip off one layer of encryption, and then forward the data to the next destination. If the relay is forwarding the data to another relay, all it will see is encrypted ciphertext. The only relay which will see the actual data being sent to the final destination is the exit relay
Hiding the command and control servers in an anonymous Tor network complicates the search for the cybercriminals
Technologies such as bitcoin are contributing to the rising success of ransomware, enabling hackers to stage attacks with more efficiency while hiding their trace. Prior to Bitcoin’s rise in popularity, the principal way that attackers extracted their ransom was by instructing victims to pay by wire transfer or reloadable prepaid debit cards
— principally Greendot cards sold at retailers, convenience stores and pharmacies. But unlike Bitcoin payments, these methods of cashing out are easily traceable if cashed out in within the United States western Union can be traced at U.S. cashout locations, as can Greendot payments. Which means you either need an overseas partner [who takes half of the profit for his trouble] or Bitcoin.”
What is Bitcoin?
Bitcoin is a digital currency that uses consensus in a massive peer-to-peer network to verify transactions.
This results in a system where payments are non-reversible, accounts cannot be frozen, and transaction fees are much lower.
Where do bitcoins come from?
Bitcoins are mined - Some users put their computers to work verifying transactions in the peer-to-peer network mentioned above.
These users are rewarded with new bitcoins proportional to the amount of computing power they donate to the network.
How to get started with Bitcoin
The best way to learn about Bitcoin is to get some and experiment. We have written articles about how to set up your own Bitcoin wallet, how to acquire bitcoins,
What can you buy with bitcoin today?
Over 100,000 merchants accept bitcoin online. You can pay for things you buy on Dell, Microsoft, NewEgg or Expedia.
You can also convert bitcoin into gift cards for Amazon, Target or Walmart.
Criminals prefer Bitcoin because it’s easy to use, fast, publicly available, decentralized, and provides a sense of heightened security/anonymity.
it’s a very successful criminal business model with many copycats.
this is just one of the findings of Ransomware. A Victim’s Perspective: A study on US and European Internet Users (PDF), a report conducted by Bitdefender in November of last year.advanced cybercrime groups now mirror legitimate organisations in the way they operate, with networks of partners, associates, resellers and vendors. Some groups even deploy call centre operations to ensure maximum impact on their scamming efforts, and in some instances employees of the call centre are oblivious to the fact they are working for criminal groups executing low-level campaigns like tech support scams
Recently, several organizations were badly hit by ransomware, including a police department in Massachusetts, a church in Oregon,schools in South Carolina schools and several medical centers in California and Kentucky,.
one of which ended up paying the attackers 40 bitcoins (approximately $17,000).
In a recent high-profile case, the Hollywood Presbyterian Medical Center declared an internal emergency after suffering on outbreak of ransomware. Ultimately, this hospital decided to ante up the required Bitcoin ransom payment, handing over $17,000 in order to get access to its computers. The original ransom demand was for $3.7 million in Bitcoins, so if nothing else, that is some decent negotiating on the part of the hospital.
YahooMail Is So Bad That Congress Just Banned It
In response to the attacks, the House’s IT desk blocked access to YahooMail “Until further notice.”
how much money
$24 million in hostage payments according to FBi.
But experts say those figures are dwarfed by the actual payments, which likely exceed half a billion dollars per year.24million < x < 500million
cryptowall alone is $325 million (400,000 payments) according to CTA report: http://www.coindesk.com/cryptowall-325-million-bitcoin-ransom/
Cyber-criminals collected $209 million in the first three months of 2016 by extorting businesses and institutions to unlock computer servers.
At that rate, ransomware is on pace to be a $1 billion a year crime this year. The FBI told CNN that the number "is quite high" because a few people "reported large losses."
2014 - 25M2015 - 25M2016 - 1000M (estimate)
The financial impact to victims goes beyond the ransom fee itself, which is typically between $200 and $10,000. Many victims incur additional costs associated with network mitigation, network countermeasures, loss of productivity, legal fees, IT services, and/or the purchase of credit monitoring services for employees or customers
*Corporations have more valuable data and more money for ransom ( ransom increases from roughly $500 per computer to $15,000 for the entire enterprise).
Ransomware operates like this: for every hour that passes in which victims have not paid the ransom, another encrypted file is deleted from the computer, making it unrecoverable even if the ransom is paid or files decrypted via another method.
New stats - Average ransomware demand is £525, with corporations increasingly targeted
*The malware also deletes an extra 1,000 files every time victims restart their computers and log into Windows.
* ransomware encrypts Master File Table. This table contains all the information about how files and folders are allocated.
* are both families that takes this unusual route - instead of going after users computers, they infect web servers through vulnerabilities and encrypt website databases and hosted files, making the website unusable until ransom is paid.
Encrypting data on network drives - even on those ones that are not mapped. DMA Locker, Locky, Cerber and CryptoFortress are all families that attempt to enumerate all open network Server Message Block (SMB) shares and encrypt any that are found.
Compressing files first is to speed up the encryption process. Maktub ransomware does this.
Deleting or overwriting cloud backups. In the past, backing up your data to cloud storage and file shares was safe. However, newer versions of ransomware have been able to traverse to those shared file systems making them susceptible to the attack.
According to Fabian Wosar, of Emsisoft, when Rokku encrypts a victim's data it will use theSalsa20 algorithm and will encrypt each files with its own unique key. A file's key is then encrypted using RSA and stored in the last 252 bytes of the associated file. This allows the developers to provide individual decryption keys for test file decryption. This is also the first ransomware that I know of that uses the Salsa20 algorithm, which provides much greater encryption speeds compared to AES.
Targeting non-Windows platforms. SimpleLocker encrypts files on Android, while Linux.Encode.1 encrypts files on Linux, and KeRanger on OSX.
Using the computer speaker to speak audio messages to the victim. Cerber ransomware generates a VBScript, entitled “# DECRYPT MY FILES #.vbs,” which allows the computer to speak the ransom message to the victim. It can only speak English but the decryptor website it uses can be customized in twelve different languages. It says “Attention! Attention! Attention!” “Your documents, photos, databases and other important files have been encrypted!”
Ransomware as a service: this model is offered on underground forums networks, it will provide the malicious code and infrastructure to facilitate the transfer of funds and the encryption key for the victim to be able to access their information. Tox ransomware does this.
<BONUS> Using counter-detection malware armoring - Anti-VM and anti-analysis functions. CryptXXX does this.
Perhaps the most intriguing aspect of the Cerber RaaS is its money flow. Cerber uses Bitcoin currency to evade tracing, and creates a unique Bitcoin wallet to receive funds from each of its victims. Upon paying the ransom (usually 1 Bitcoin, which is currently worth approximately $590), the victim receives the decryption key. The payment is transferred to the malware developer through a mixing service, which involves tens of thousands of Bitcoin wallets, making it almost impossible to track the transactions individually. At the end of the mixing process, the money reaches the developer and the affiliates receive their percentage.
http://blog.checkpoint.com/2016/08/16/cerberring/
As we know, Google Docs uses HTTPS by default and the network data transmission over SSL can easily bypass traditional security solutions such as a firewall, intrusion prevention system, or next generation firewall. We believe this is critical. As malicious actors make increasing use of the cloud for both delivering malware and exfiltrating data via command-and-control, traditional detection tools’ lack of visibility into SSL becomes a huge benefit to them. Additionally, the inability of traditional tools to look into SSL traffic of unsanctioned apps becomes important.
Moreover, the use of a popular cloud app like Google Docs presents another challenge. For organizations using Google Docs as a productivity tool, it’s virtually impossible to block it outright. To prevent this ransomware from using Google Docs, you need to be able to selectively block the specific app instance associated with this ransomware while allowing your sanctioned instance of Google Docs to continue working.
https://www.netskope.com/blog/cuteransomware-uses-google-docs-fly-radar/
drive-bye's
and
email (ms office documents, and JS in ZIP)
- Phishing emails may contain malicious attachments. These attachments are not always delivered in executable form; as security vendors and security best practices dictate that receiving executables via email is, in general, something we want to prevent, threat actors have to adapt to the changing landscape. This can be done by indirect delivery mechanisms. In Windows, for example, a malicious actor may opt for a less direct method of delivery: embed an obfuscated Javascript file into an archive, and rely on the end user for the rest. Opening a .JS file on a Windows host will launch the default browser, and the Javascript can then reach out to an external URL to grab an executable, deliver it to the victim, and execute it. At this point, preventing users from receiving executables via email is no longer effective, as the executable is delivered via HTTP.
- Exploit kits (such as Angler, or Neutrino) have been known to deliver ransomware to users by exploiting vulnerable web servers and hosting malicious web scripts on them which exploit visitors when certain criteria are met, and then delivering a malicious payload (Reference)
Install the latest patches for your software, especially Adobe, Microsoft and Oracle apps..A common way in for ransomware is via Exploit Kits, like Angler. These bundle many application vulnerabilities into one kit, and try drive-by exploits for each one in sequence.The more your apps are outdated, the more likely, some of these exploits might work and infect you with ransomware.Use network protectionA very important part of a comprehensive security strategy is to use network traffic monitoring system that is based on machine learning and behavior analysis. As most of these attacks come in via internet channels, make sure your network protection can parse and analyze both email and web traffic.Use a comprehensive endpoint security solution with behavioral detectionThe endpoint (user's computer) is whether the ransomware infection takes place. So it is important to use a modern security solution here as well, with a signature-less approach.Signature-less approach, aka behavior detection is the only way to catch zero-day threats, that are new and do not have signatures written for them yet.Turn Windows User Access Control onWindows has added this security feature to help you stay in control of your computer by informing you when a program makes a change that requires administrator-level permission. UAC works by adjusting the permission level of your user account. If you’re doing tasks that can be done as a standard user, such as reading e‑mail, listening to music, or creating documents, you have the permissions of a standard user—even if you’re logged on as an administrator. Take full advantage of it.Office 16 provides a Group Policy setting that enables you to block macros from running in Word, Excel and PowerPoint files from the Internet.
Be skeptical: Don’t click on anything suspicious--Don’t click on any emails or attachments you don't recognize, and avoid suspicious websites altogether. As most of the infections come from user action - opening attachments or visiting websites, being vigilant is the most effective way to minimize damage.Block popups and use an ad-blocker: Popups are regularly used by criminals to spread malicious software. To avoid accidental clicks on or within popups, it's best to prevent them from appearing in the first place. According to Statista, nearly 200 million people worldwide already followed this advice and use ad-blockers.Override your browser’s user-agent.As some Exploit Kits use your user-agent to tailor the write exploit for your Operating system, it pays to trick them by setting the wrong user-agent on purpose. For instance, when using Firefox on Windows, set your user-agent to say “Firefox on Linux” to confuse malware redirectors and exploits.
Block Macros, Disable Windows Script Host
Locky also removes any Volume Snapshot Service (VSS) files, also known asshadow copies, that you may have made.
Shadow copies are the Windows way of making live backup snapshots without having to stop working – you don’t need to logout or even close your applications first – so they are a quick and popular alternative to a proper backup procedure.
Shadow Copies
Sometimes crypto ransomware can have weaknesses in their implementation which could allow victims to
recover at least some of their files without paying. For example, Windows can be set up to make recovery
points at regular intervals. These backups are called shadow copies. If this service is enabled and if a crypto
ransomware does not interfere with this feature, it may be possible recover some files using this method. This
blog details various Windows tools that can be useful to aid recovery in case of a crypto ransomware attack.
File recovery software
Another point worth noting is that when a file is deleted in Windows, the contents of the file are not usually
scrubbed from the physical disk itself. Instead, the entries defining the file are removed from the disk allocation
tables, freeing up the space. The original data in the freed space is not overwritten until a new file is written to
the same space on the disk. This makes it possible to recover delete files if the disk space has not already been
overwritten by another file. Victims can use file recovery software such as PhotoRec to scan for deleted files and
recover them.
No bullet-proof solution
It should be noted that the more advanced crypto ransomware groups are aware of these techniques and take
steps to prevent their successful use. As a result, some crypto ransomware threats delete shadow copies to
prevent victims from being able to recover files. Similarly, other crypto ransomware threats such as Trojan.
Ransomcrypt.R use a secure deletion tools such as SDelete to ensure that original files are securely erased from
the disk after encryption. In this situation, the only answer is to have a backup of the files as there is no practical
way for the files to be recovered or decrypted without the right key.
Malvertising is the practice of injecting malicious advertisements into legitimate online advertising networks.
It is served with the goal to compromises users and their devices. It can occur through deceptive advertisers
or agencies running ads or compromises to the ad supply chain including ad networks, ad exchanges and ad servers.
Malvertising is not new malware, just a different delivery vehicle.. Malvertising is popular because compromising websites that have high traffic is very effective for malware distrubution. And because attacking these sites ad networks is easier and requires less efforts thatn finding a vulnerability in the site software.
Websites or web publishers unknowingly incorporate a corrupted or malicious advertisement into their page. Once the advertisement is in place, and visitors begin clicking on it, their computer can become infected. Malvertising often involves the exploitation of trustworthy companies. Those attempting to spread malware place "clean" advertisements on trustworthy sites first in order to gain a good reputation, then they later "insert a virus or spyware in the code behind the ad, and after a mass virus infection is produced, they remove the virus", thus infecting all visitors of the site during that time period. The identities of those responsible are often hard to trace because the "ad network infrastructure is very complex with many linked connections between ads and click-through destinations." [8]
Users visit a website and get infected by malware without any action or warning. Website loads a banner ad that has been messed with ( injected with a JavaScript to redirect to a malicious site). That site will load a pack of different drive-by exploits to penetrate the users browser or plugin, achieve remote code execution, and then to install the malware payload. So the lifecycle is:
Website ->
redirect ->
exploit ->
payload.
The goal of these attacks, seen so far, is to make money , and that is achieved by loading a monetization payload. Most popular ones are Ransomware , like Cryptowall and ad-fraud Trojans like Bedep.
Cyphort Labs crawler monitors top sites in the world 24×7 to find cases of malicious code served via drive-by exploits. Most of the sites we see serving exploits are not compromised themselves, but redirect to advertisers poisoned by malware. This technique is called malvertising and we issued a special report on the phenomenal growth of malvertising in August of 2015. Here is the latest update on the numbers of unique domains we have found per year: Year Number of unique domains 2014 910 2015 1654 2016 2102* *estimate based on the number seen so far. As you can see malvertising growth continues, and is on pace for the largest year ever
It’s common practice to outsource the advertising on websites to third-party specialists. These companies re-sell this space, and provide software which allows people to upload their own adverts, bidding a certain amount of money to ‘win’ the right for more people to see them. This often provides a weak point, and cyber criminals have numerous clever ways of inserting their own malicious adverts into this self-service platform. Once loaded, all they have to do is set a price per advert, to compete with legitimate advertisers, and push it live. The ad networks get millions of ads submitted to them and any one of those could be malvertising. They try to detect and filter malicious ads from their systems, but it is challenging. The potential damage is high, as ad networks have a very deep reach and can infect many people quickly. The attackers are accustomed to tricking the networks by making "armored" malverts, where they use various techniques to appear legitimate to the analysts, but infect the users nonetheless. For instance they will enable the malicious payload after a delay of several days after the ad is approved. Another way is to only serve the exploits to every 10th user, or every 20th user who views the ad. Verifying user agents and ip addresses also is a common strategy to hide from analysts and automated malware detection. The attackers can implement various targeting strategies for malware infection, which appear normal in the context of advertisement, but in effect evade certain security detection. The use of redirection via HTTPS is unique (Hypertext Transfer Protocol Secure, a communications protocol for secure encrypted communication). It makes it harder to analyse the origin of attack because even if a security company has the recorded network traffic it is impossible to decrypt and reconstruct the origin of the malware redirect.