Event: George Washington University -- National Security Threat Convergence: ...Chuck Brooks
This document discusses cybersecurity threats facing critical US infrastructure sectors. It outlines several major threat actors including hackers, insider threats, hacktivists, foreign and state-sponsored espionage, and terrorists. It then examines specific cyber threats like Trojans, viruses, worms, DDoS attacks, and zero-day vulnerabilities. The document outlines critical infrastructure sectors including government, military, energy, transportation, finance, healthcare, and identifies recent cyber incidents targeting these sectors. It emphasizes the importance of securing critical infrastructure and outlines the roles of government agencies like DHS and initiatives like the CIS critical security controls in improving cybersecurity.
This document provides an overview of cyber security threats facing businesses in the 21st century. It discusses the scale of cyber crime, changing threats from insiders, hacktivists, organized crime and nation-states. It also covers common forms of malware, how malware infects systems and steals credentials, and tips for businesses to prevent account takeover and avoid being victims of cyber attacks.
This document provides an overview of cyber security threats for non-technical executives. It discusses who may target a company's data such as hackers, criminals, and terrorists. It outlines common methods of attack like phishing, ransomware, and malware. The document also considers what data is most valuable to an organization to assess potential damage from attacks. Finally, it recommends actions for protection including implementing security baselines, training, and balancing cyber risks with other business risks.
This document provides an overview of a cyber security lecture at Bakhtar University. It discusses the course objectives, policies, and grading evaluation. It then defines cybersecurity and outlines the major cybersecurity challenges, including advanced persistent threats and recent cyber attacks against major organizations. The document categorizes types of cyber attackers and concludes by listing reference books.
Event: George Washington University -- National Security Threat Convergence: ...Chuck Brooks
This document discusses cybersecurity threats facing critical US infrastructure sectors. It outlines several major threat actors including hackers, insider threats, hacktivists, foreign and state-sponsored espionage, and terrorists. It then examines specific cyber threats like Trojans, viruses, worms, DDoS attacks, and zero-day vulnerabilities. The document outlines critical infrastructure sectors including government, military, energy, transportation, finance, healthcare, and identifies recent cyber incidents targeting these sectors. It emphasizes the importance of securing critical infrastructure and outlines the roles of government agencies like DHS and initiatives like the CIS critical security controls in improving cybersecurity.
This document provides an overview of cyber security threats facing businesses in the 21st century. It discusses the scale of cyber crime, changing threats from insiders, hacktivists, organized crime and nation-states. It also covers common forms of malware, how malware infects systems and steals credentials, and tips for businesses to prevent account takeover and avoid being victims of cyber attacks.
This document provides an overview of cyber security threats for non-technical executives. It discusses who may target a company's data such as hackers, criminals, and terrorists. It outlines common methods of attack like phishing, ransomware, and malware. The document also considers what data is most valuable to an organization to assess potential damage from attacks. Finally, it recommends actions for protection including implementing security baselines, training, and balancing cyber risks with other business risks.
This document provides an overview of a cyber security lecture at Bakhtar University. It discusses the course objectives, policies, and grading evaluation. It then defines cybersecurity and outlines the major cybersecurity challenges, including advanced persistent threats and recent cyber attacks against major organizations. The document categorizes types of cyber attackers and concludes by listing reference books.
The document discusses cyber terrorism and cyber security. It defines cyber terrorism as using computing resources to harm people, places, or systems through intimidation or coercion, especially via the internet, for political or religious goals. It notes that cyber terrorists have lower risks of capture than traditional terrorists. The document outlines different types of cyber attacks and criminals like crackers and script kiddies. It discusses motivations for cyber attacks and provides recommendations for improving network, server, desktop, and physical security to prevent cyber terrorism.
The document discusses privacy and security concerns regarding smart cities in India and proposes strategies to address them. It outlines how smart city technologies like IoT, sensors and big data enable city services but also present risks like privacy intrusion, profiling, surveillance and cyber threats. It recommends approaches like privacy enhancing technologies, interoperability standards, strengthened laws and accountability, governance frameworks, and public-private collaboration on cyber response to help maximize the benefits of smart cities while mitigating the risks.
This document discusses the concept of a surveillance society and provides details on various types of surveillance. It describes how surveillance is used by governments and law enforcement to maintain social control and prevent criminal activity, but that civil rights groups are concerned this could limit political and personal freedoms. Different forms of surveillance are outlined, including computer monitoring, telephone tapping, cameras, social media analysis, biometrics, drones, and corporate practices. Both benefits and criticisms of widespread surveillance are presented.
Cybercrime takes many forms and causes significant financial damages. Common cybercrimes include theft of proprietary data, financial fraud, and system sabotage carried out by both outsiders and insiders. Cyberattacks are perpetrated by various types of cybercriminals including hackers, professional spies, and disgruntled employees. These attacks cost organizations millions of dollars in losses each year.
Dealing Data Leaks: Creating Your Data Breach Response Planbenefitexpress
Learn what steps an employer must take after their IT systems are breached. Covers both state and federal rules regarding employer data breach responses.
Here you learn about the Cyber Security - Terminologies and its basics and cbyer security threats as well. Slides covering digital knowledge of internet.After going through the slides you will become aware of cyber security basics.
A recording of this event can be found here: https://www.casewareanalytics.com/webinars/sanctions-risk-whats-problem
Sanctions risk screening and compliance is complicated and can be open to interpretation, leading financial institutions to unwittingly--or even unknowingly--put their AML compliance programs at risk by completing transactions that regulators may deem illicit or illegitimate.
In this webinar, our experts will discuss why sanctions are imposed, breaking the topic down granularly to help financial institutions and other organizations understand their areas of risk while also having a firm grasp on relevant international legal requirements and established conventions.
Cybercrime and Cybersecurity Governance: A Kenyan PerspectiveIvan Sang
The document discusses cybercrime and cybersecurity from a Kenyan perspective. It outlines several major cyber attacks that have occurred globally and tactics used by cybercriminals. These include hacks of major companies like Uber, Facebook, and Bangladesh Bank. It also provides statistics on the growing costs and daily activity of cybercrime. The document then examines Kenya's national cybersecurity framework and challenges, including establishing a National Cybersecurity Centre. It concludes by offering guidance for states, corporations, individuals, and boards to strengthen cybersecurity defenses and readiness.
Cyberattacks are malicious actions taken by individuals, groups, or organizations against computer systems, networks, and digital devices with the intent to damage, steal or manipulate data, or disrupt normal operations. These attacks can target anyone, from individuals to governments and large corporations, and can cause severe damage to both personal and professional lives.
The document discusses the need to develop a cyber security center. It notes that cyber crimes are increasing, with identity theft, computer sabotage, and credit card fraud among the most common. The document provides statistics showing high percentages of reported intrusions, financial losses from breaches, and organizations detecting security breaches. It outlines target audiences for cyber security including individual users, devices, and different types of networks. The document also discusses national cyber security strategy and regional needs, mentioning how a cyber security center could provide forensic training, litigation support, and help financial institutions and healthcare organizations with security requirements.
While traditional cybersecurity defenses focus on prevention, there are many vulnerabilities and potential attacks against weapon systems. While weapon systems are more software dependent and networked than ever before, cybersecurity has not always been prioritized with regards to weapon systems acquisition.
Threat actors have advanced in their sophistication as they are well-resourced and highly skilled, oftentimes gathering detailed knowledge of the systems they want to attack. Ensuring stronger detection methods is imperative, but because these types of threats are very targeted and advanced, agencies need the capability to proactively hunt.
Cyberwar is a form of conflict conducted in the digital realm, where nations, organizations, or individuals use cyberattacks and cyber espionage to achieve strategic goals or gain an advantage over their adversaries. Here's a detailed description of the topic:
1. **Definition**: Cyberwar refers to the use of computer-based techniques and tactics to disrupt, damage, or gain unauthorized access to computer systems, networks, and critical infrastructure, often with the intent to exert influence, espionage, or conduct acts of aggression against an adversary.
2. **Goals and Objectives**:
- **Espionage**: One primary objective of cyberwarfare is to gather intelligence by infiltrating the computer networks of other nations, organizations, or individuals.
- **Disruption**: Cyberwarfare can be used to disrupt critical infrastructure, such as power grids, transportation systems, or financial institutions, causing chaos and economic damage.
- **Destruction**: In some cases, cyberattacks may aim to destroy data, systems, or capabilities, causing long-term damage.
- **Psychological Operations**: Cyberwarfare can be used for psychological operations (PsyOps) to manipulate public opinion or create fear and uncertainty.
3. **Methods**:
- **Malware**: The use of malicious software like viruses, worms, Trojans, and ransomware to compromise systems.
- **Phishing**: Deceptive emails or websites that trick individuals into revealing sensitive information like passwords.
- **Denial of Service (DoS) and Distributed Denial of Service (DDoS)** attacks: Overwhelming a target's network or website to render it inaccessible.
- **Advanced Persistent Threats (APTs)**: Long-term, targeted attacks aimed at stealing information or controlling systems.
- **Zero-Day Exploits**: Exploiting vulnerabilities in software or hardware that are not yet known to the vendor.
4. **Attribution Challenges**: Determining the source of cyberattacks can be difficult due to the use of proxy servers, false flags, or the involvement of non-state actors.
5. **International Laws and Norms**: The legal framework for cyberwar is still evolving. Nations are working to establish rules and norms governing state behavior in cyberspace.
6. **Escalation and Deterrence**: The use of cyberweapons raises concerns about escalation and deterrence. The lack of clear boundaries in cyberspace can lead to unintended consequences.
7. **Notable Examples**:
- Stuxnet: A computer worm allegedly developed by the United States and Israel to sabotage Iran's nuclear program.
- NotPetya: A ransomware attack in 2017 that caused widespread damage, initially believed to be a cyberattack by Russia against Ukraine.
- SolarWinds: A supply chain attack discovered in 2020, attributed to Russian hackers, which compromised numerous U.S. government and private sector.
WCIT 2014 Som Mittal - Managing risks in an interdependent economy risks rela...WCIT 2014
The document discusses the risks posed by increased digital connectivity and cybersecurity issues in an interdependent global economy. It notes that while advancements have benefits, they also introduce new risks like cyber crimes, warfare, and espionage. The top global risks identified are income disparity, extreme weather events, unemployment, climate change, and cyber attacks. To address cyber risks, coordinated efforts are needed from individuals, technology users, providers, governments, and through global cooperation. This includes following security best practices, information sharing, developing legal norms, and collaborating across jurisdictions.
This document provides an overview of cybersecurity topics including statistics on cyberattacks, common types of attacks, vulnerabilities, recent cyberattacks in the US and New Mexico, cybersecurity controls, frameworks, and initiatives. It begins with an agenda covering the internet landscape, statistics on 75% of attacks starting with email and global cybercrime costs reaching $10.5 trillion by 2025. Recent sections discuss the Colonial Pipeline and JBS Foods ransomware attacks, controls like strong passwords and encryption, the NIST Cybersecurity Framework, and potential state initiatives like a New Mexico cybersecurity agency. The presentation aims to raise awareness of cybersecurity risks and best practices.
Introduction to Incident Response ManagementDon Caeiro
This document discusses incident response management and key concepts related to cybersecurity incidents. It defines an incident as an adverse event that compromises the confidentiality, integrity, or availability of computer systems. Common incident categories include compromise of confidentiality or integrity, denial of resources, intrusions, misuse, damage, and hoaxes. Cyber incidents are classified as low, moderate, or high severity based on factors such as the impact on services, data classification, legal issues, policy violations, public interest, threat potential, and business impact. Effective incident response is needed to address business impacts of incidents including protecting data, reputation, customer trust, and revenue.
Cyberterrorism is the use of Internet based attacks in terrorist activities, including acts of deliberate, large-scale disruption of computer networks, especially of personal computers attached to the Internet, by the means of tools such as computer viruses.
Cyberterrorism is a controversial term. Some authors choose a very narrow definition, relating to deployments, by known terrorist organizations, of disruption attacks against information systems for the primary purpose of creating alarm and panic. By this narrow definition, it is difficult to identify any instances of cyberterrorism.
Cyberterrorism can be also defined as the intentional use of computer, networks, and public internet to cause destruction and harm for personal objectives.[1] Objectives may be political or ideological since this is a form of terrorism[citation needed].
There is much concern from government and media sources about potential damages that could be caused by cyberterrorism, and this has prompted official responses from government agencies.
This document summarizes key points from a presentation on trends and challenges in cybersecurity given by Chuck Brooks, Vice President of Sutherland Government Solutions. It discusses increasing cyber threats from a variety of sources, including hackers, insiders, nation states, and terrorists. Specific threats covered include viruses, worms, Trojans, ransomware, and others. The document also addresses challenges securing critical infrastructure and outlines the role of the Department of Homeland Security in cybersecurity efforts. Emerging technologies like the internet of things, big data, artificial intelligence, and augmented reality are discussed along with their potential impacts and policy issues.
This document discusses cybersecurity risks and challenges for banks. It notes that banks hold sensitive financial and customer data, making them attractive targets for sophisticated cyber attacks seeking monetary rewards. The document outlines key cybersecurity issues banks face such as regulatory compliance pressures, consumerization trends, emerging attack types like APTs, and the sophistication of threats. It provides examples of past attacks on banks and discusses security challenges from e-banking, mobile banking, outsourcing, and PSD2 regulations. The document advocates for strategies like threat intelligence, compliance with standards like PCI DSS and ISO 27001, and information security maturity to help banks mitigate cybersecurity risks.
This document discusses cybersecurity challenges facing the banking industry. It outlines key trends driving security risks like increased mobility, cloud services, and sophisticated targeted attacks. Banks are highly targeted due to the potential for monetary rewards. The document also examines specific attack types like phishing, malware, and SWIFT network exploits. Compliance with standards like PCI DSS and PSD2 introduces new challenges but also provides mitigation of risks.
ScyllaDB is making a major architecture shift. We’re moving from vNode replication to tablets – fragments of tables that are distributed independently, enabling dynamic data distribution and extreme elasticity. In this keynote, ScyllaDB co-founder and CTO Avi Kivity explains the reason for this shift, provides a look at the implementation and roadmap, and shares how this shift benefits ScyllaDB users.
The document discusses cyber terrorism and cyber security. It defines cyber terrorism as using computing resources to harm people, places, or systems through intimidation or coercion, especially via the internet, for political or religious goals. It notes that cyber terrorists have lower risks of capture than traditional terrorists. The document outlines different types of cyber attacks and criminals like crackers and script kiddies. It discusses motivations for cyber attacks and provides recommendations for improving network, server, desktop, and physical security to prevent cyber terrorism.
The document discusses privacy and security concerns regarding smart cities in India and proposes strategies to address them. It outlines how smart city technologies like IoT, sensors and big data enable city services but also present risks like privacy intrusion, profiling, surveillance and cyber threats. It recommends approaches like privacy enhancing technologies, interoperability standards, strengthened laws and accountability, governance frameworks, and public-private collaboration on cyber response to help maximize the benefits of smart cities while mitigating the risks.
This document discusses the concept of a surveillance society and provides details on various types of surveillance. It describes how surveillance is used by governments and law enforcement to maintain social control and prevent criminal activity, but that civil rights groups are concerned this could limit political and personal freedoms. Different forms of surveillance are outlined, including computer monitoring, telephone tapping, cameras, social media analysis, biometrics, drones, and corporate practices. Both benefits and criticisms of widespread surveillance are presented.
Cybercrime takes many forms and causes significant financial damages. Common cybercrimes include theft of proprietary data, financial fraud, and system sabotage carried out by both outsiders and insiders. Cyberattacks are perpetrated by various types of cybercriminals including hackers, professional spies, and disgruntled employees. These attacks cost organizations millions of dollars in losses each year.
Dealing Data Leaks: Creating Your Data Breach Response Planbenefitexpress
Learn what steps an employer must take after their IT systems are breached. Covers both state and federal rules regarding employer data breach responses.
Here you learn about the Cyber Security - Terminologies and its basics and cbyer security threats as well. Slides covering digital knowledge of internet.After going through the slides you will become aware of cyber security basics.
A recording of this event can be found here: https://www.casewareanalytics.com/webinars/sanctions-risk-whats-problem
Sanctions risk screening and compliance is complicated and can be open to interpretation, leading financial institutions to unwittingly--or even unknowingly--put their AML compliance programs at risk by completing transactions that regulators may deem illicit or illegitimate.
In this webinar, our experts will discuss why sanctions are imposed, breaking the topic down granularly to help financial institutions and other organizations understand their areas of risk while also having a firm grasp on relevant international legal requirements and established conventions.
Cybercrime and Cybersecurity Governance: A Kenyan PerspectiveIvan Sang
The document discusses cybercrime and cybersecurity from a Kenyan perspective. It outlines several major cyber attacks that have occurred globally and tactics used by cybercriminals. These include hacks of major companies like Uber, Facebook, and Bangladesh Bank. It also provides statistics on the growing costs and daily activity of cybercrime. The document then examines Kenya's national cybersecurity framework and challenges, including establishing a National Cybersecurity Centre. It concludes by offering guidance for states, corporations, individuals, and boards to strengthen cybersecurity defenses and readiness.
Cyberattacks are malicious actions taken by individuals, groups, or organizations against computer systems, networks, and digital devices with the intent to damage, steal or manipulate data, or disrupt normal operations. These attacks can target anyone, from individuals to governments and large corporations, and can cause severe damage to both personal and professional lives.
The document discusses the need to develop a cyber security center. It notes that cyber crimes are increasing, with identity theft, computer sabotage, and credit card fraud among the most common. The document provides statistics showing high percentages of reported intrusions, financial losses from breaches, and organizations detecting security breaches. It outlines target audiences for cyber security including individual users, devices, and different types of networks. The document also discusses national cyber security strategy and regional needs, mentioning how a cyber security center could provide forensic training, litigation support, and help financial institutions and healthcare organizations with security requirements.
While traditional cybersecurity defenses focus on prevention, there are many vulnerabilities and potential attacks against weapon systems. While weapon systems are more software dependent and networked than ever before, cybersecurity has not always been prioritized with regards to weapon systems acquisition.
Threat actors have advanced in their sophistication as they are well-resourced and highly skilled, oftentimes gathering detailed knowledge of the systems they want to attack. Ensuring stronger detection methods is imperative, but because these types of threats are very targeted and advanced, agencies need the capability to proactively hunt.
Cyberwar is a form of conflict conducted in the digital realm, where nations, organizations, or individuals use cyberattacks and cyber espionage to achieve strategic goals or gain an advantage over their adversaries. Here's a detailed description of the topic:
1. **Definition**: Cyberwar refers to the use of computer-based techniques and tactics to disrupt, damage, or gain unauthorized access to computer systems, networks, and critical infrastructure, often with the intent to exert influence, espionage, or conduct acts of aggression against an adversary.
2. **Goals and Objectives**:
- **Espionage**: One primary objective of cyberwarfare is to gather intelligence by infiltrating the computer networks of other nations, organizations, or individuals.
- **Disruption**: Cyberwarfare can be used to disrupt critical infrastructure, such as power grids, transportation systems, or financial institutions, causing chaos and economic damage.
- **Destruction**: In some cases, cyberattacks may aim to destroy data, systems, or capabilities, causing long-term damage.
- **Psychological Operations**: Cyberwarfare can be used for psychological operations (PsyOps) to manipulate public opinion or create fear and uncertainty.
3. **Methods**:
- **Malware**: The use of malicious software like viruses, worms, Trojans, and ransomware to compromise systems.
- **Phishing**: Deceptive emails or websites that trick individuals into revealing sensitive information like passwords.
- **Denial of Service (DoS) and Distributed Denial of Service (DDoS)** attacks: Overwhelming a target's network or website to render it inaccessible.
- **Advanced Persistent Threats (APTs)**: Long-term, targeted attacks aimed at stealing information or controlling systems.
- **Zero-Day Exploits**: Exploiting vulnerabilities in software or hardware that are not yet known to the vendor.
4. **Attribution Challenges**: Determining the source of cyberattacks can be difficult due to the use of proxy servers, false flags, or the involvement of non-state actors.
5. **International Laws and Norms**: The legal framework for cyberwar is still evolving. Nations are working to establish rules and norms governing state behavior in cyberspace.
6. **Escalation and Deterrence**: The use of cyberweapons raises concerns about escalation and deterrence. The lack of clear boundaries in cyberspace can lead to unintended consequences.
7. **Notable Examples**:
- Stuxnet: A computer worm allegedly developed by the United States and Israel to sabotage Iran's nuclear program.
- NotPetya: A ransomware attack in 2017 that caused widespread damage, initially believed to be a cyberattack by Russia against Ukraine.
- SolarWinds: A supply chain attack discovered in 2020, attributed to Russian hackers, which compromised numerous U.S. government and private sector.
WCIT 2014 Som Mittal - Managing risks in an interdependent economy risks rela...WCIT 2014
The document discusses the risks posed by increased digital connectivity and cybersecurity issues in an interdependent global economy. It notes that while advancements have benefits, they also introduce new risks like cyber crimes, warfare, and espionage. The top global risks identified are income disparity, extreme weather events, unemployment, climate change, and cyber attacks. To address cyber risks, coordinated efforts are needed from individuals, technology users, providers, governments, and through global cooperation. This includes following security best practices, information sharing, developing legal norms, and collaborating across jurisdictions.
This document provides an overview of cybersecurity topics including statistics on cyberattacks, common types of attacks, vulnerabilities, recent cyberattacks in the US and New Mexico, cybersecurity controls, frameworks, and initiatives. It begins with an agenda covering the internet landscape, statistics on 75% of attacks starting with email and global cybercrime costs reaching $10.5 trillion by 2025. Recent sections discuss the Colonial Pipeline and JBS Foods ransomware attacks, controls like strong passwords and encryption, the NIST Cybersecurity Framework, and potential state initiatives like a New Mexico cybersecurity agency. The presentation aims to raise awareness of cybersecurity risks and best practices.
Introduction to Incident Response ManagementDon Caeiro
This document discusses incident response management and key concepts related to cybersecurity incidents. It defines an incident as an adverse event that compromises the confidentiality, integrity, or availability of computer systems. Common incident categories include compromise of confidentiality or integrity, denial of resources, intrusions, misuse, damage, and hoaxes. Cyber incidents are classified as low, moderate, or high severity based on factors such as the impact on services, data classification, legal issues, policy violations, public interest, threat potential, and business impact. Effective incident response is needed to address business impacts of incidents including protecting data, reputation, customer trust, and revenue.
Cyberterrorism is the use of Internet based attacks in terrorist activities, including acts of deliberate, large-scale disruption of computer networks, especially of personal computers attached to the Internet, by the means of tools such as computer viruses.
Cyberterrorism is a controversial term. Some authors choose a very narrow definition, relating to deployments, by known terrorist organizations, of disruption attacks against information systems for the primary purpose of creating alarm and panic. By this narrow definition, it is difficult to identify any instances of cyberterrorism.
Cyberterrorism can be also defined as the intentional use of computer, networks, and public internet to cause destruction and harm for personal objectives.[1] Objectives may be political or ideological since this is a form of terrorism[citation needed].
There is much concern from government and media sources about potential damages that could be caused by cyberterrorism, and this has prompted official responses from government agencies.
This document summarizes key points from a presentation on trends and challenges in cybersecurity given by Chuck Brooks, Vice President of Sutherland Government Solutions. It discusses increasing cyber threats from a variety of sources, including hackers, insiders, nation states, and terrorists. Specific threats covered include viruses, worms, Trojans, ransomware, and others. The document also addresses challenges securing critical infrastructure and outlines the role of the Department of Homeland Security in cybersecurity efforts. Emerging technologies like the internet of things, big data, artificial intelligence, and augmented reality are discussed along with their potential impacts and policy issues.
This document discusses cybersecurity risks and challenges for banks. It notes that banks hold sensitive financial and customer data, making them attractive targets for sophisticated cyber attacks seeking monetary rewards. The document outlines key cybersecurity issues banks face such as regulatory compliance pressures, consumerization trends, emerging attack types like APTs, and the sophistication of threats. It provides examples of past attacks on banks and discusses security challenges from e-banking, mobile banking, outsourcing, and PSD2 regulations. The document advocates for strategies like threat intelligence, compliance with standards like PCI DSS and ISO 27001, and information security maturity to help banks mitigate cybersecurity risks.
This document discusses cybersecurity challenges facing the banking industry. It outlines key trends driving security risks like increased mobility, cloud services, and sophisticated targeted attacks. Banks are highly targeted due to the potential for monetary rewards. The document also examines specific attack types like phishing, malware, and SWIFT network exploits. Compliance with standards like PCI DSS and PSD2 introduces new challenges but also provides mitigation of risks.
Similar to Combating Cyber Threats: Cyber Thread Information Program (20)
ScyllaDB is making a major architecture shift. We’re moving from vNode replication to tablets – fragments of tables that are distributed independently, enabling dynamic data distribution and extreme elasticity. In this keynote, ScyllaDB co-founder and CTO Avi Kivity explains the reason for this shift, provides a look at the implementation and roadmap, and shares how this shift benefits ScyllaDB users.
From Natural Language to Structured Solr Queries using LLMsSease
This talk draws on experimentation to enable AI applications with Solr. One important use case is to use AI for better accessibility and discoverability of the data: while User eXperience techniques, lexical search improvements, and data harmonization can take organizations to a good level of accessibility, a structural (or “cognitive” gap) remains between the data user needs and the data producer constraints.
That is where AI – and most importantly, Natural Language Processing and Large Language Model techniques – could make a difference. This natural language, conversational engine could facilitate access and usage of the data leveraging the semantics of any data source.
The objective of the presentation is to propose a technical approach and a way forward to achieve this goal.
The key concept is to enable users to express their search queries in natural language, which the LLM then enriches, interprets, and translates into structured queries based on the Solr index’s metadata.
This approach leverages the LLM’s ability to understand the nuances of natural language and the structure of documents within Apache Solr.
The LLM acts as an intermediary agent, offering a transparent experience to users automatically and potentially uncovering relevant documents that conventional search methods might overlook. The presentation will include the results of this experimental work, lessons learned, best practices, and the scope of future work that should improve the approach and make it production-ready.
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).
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.
The Department of Veteran Affairs (VA) invited Taylor Paschal, Knowledge & Information Management Consultant at Enterprise Knowledge, to speak at a Knowledge Management Lunch and Learn hosted on June 12, 2024. All Office of Administration staff were invited to attend and received professional development credit for participating in the voluntary event.
The objectives of the Lunch and Learn presentation were to:
- Review what KM ‘is’ and ‘isn’t’
- Understand the value of KM and the benefits of engaging
- Define and reflect on your “what’s in it for me?”
- Share actionable ways you can participate in Knowledge - - Capture & Transfer
"What does it really mean for your system to be available, or how to define w...Fwdays
We will talk about system monitoring from a few different angles. We will start by covering the basics, then discuss SLOs, how to define them, and why understanding the business well is crucial for success in this exercise.
Discover the Unseen: Tailored Recommendation of Unwatched ContentScyllaDB
The session shares how JioCinema approaches ""watch discounting."" This capability ensures that if a user watched a certain amount of a show/movie, the platform no longer recommends that particular content to the user. Flawless operation of this feature promotes the discover of new content, improving the overall user experience.
JioCinema is an Indian over-the-top media streaming service owned by Viacom18.
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsDianaGray10
Join us to learn how UiPath Apps can directly and easily interact with prebuilt connectors via Integration Service--including Salesforce, ServiceNow, Open GenAI, and more.
The best part is you can achieve this without building a custom workflow! Say goodbye to the hassle of using separate automations to call APIs. By seamlessly integrating within App Studio, you can now easily streamline your workflow, while gaining direct access to our Connector Catalog of popular applications.
We’ll discuss and demo the benefits of UiPath Apps and connectors including:
Creating a compelling user experience for any software, without the limitations of APIs.
Accelerating the app creation process, saving time and effort
Enjoying high-performance CRUD (create, read, update, delete) operations, for
seamless data management.
Speakers:
Russell Alfeche, Technology Leader, RPA at qBotic and UiPath MVP
Charlie Greenberg, host
What is an RPA CoE? Session 2 – CoE RolesDianaGray10
In this session, we will review the players involved in the CoE and how each role impacts opportunities.
Topics covered:
• What roles are essential?
• What place in the automation journey does each role play?
Speaker:
Chris Bolin, Senior Intelligent Automation Architect Anika Systems
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...Jason Yip
The typical problem in product engineering is not bad strategy, so much as “no strategy”. This leads to confusion, lack of motivation, and incoherent action. The next time you look for a strategy and find an empty space, instead of waiting for it to be filled, I will show you how to fill it in yourself. If you’re wrong, it forces a correction. If you’re right, it helps create focus. I’ll share how I’ve approached this in the past, both what works and lessons for what didn’t work so well.
Lee Barnes - Path to Becoming an Effective Test Automation Engineer.pdfleebarnesutopia
So… you want to become a Test Automation Engineer (or hire and develop one)? While there’s quite a bit of information available about important technical and tool skills to master, there’s not enough discussion around the path to becoming an effective Test Automation Engineer that knows how to add VALUE. In my experience this had led to a proliferation of engineers who are proficient with tools and building frameworks but have skill and knowledge gaps, especially in software testing, that reduce the value they deliver with test automation.
In this talk, Lee will share his lessons learned from over 30 years of working with, and mentoring, hundreds of Test Automation Engineers. Whether you’re looking to get started in test automation or just want to improve your trade, this talk will give you a solid foundation and roadmap for ensuring your test automation efforts continuously add value. This talk is equally valuable for both aspiring Test Automation Engineers and those managing them! All attendees will take away a set of key foundational knowledge and a high-level learning path for leveling up test automation skills and ensuring they add value to their organizations.
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.
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Combating Cyber Threats: Cyber Thread Information Program
1. UNCLASSIFIED
UNCLASSIFIED
Kansas City Terrorism Early Warning
Inter Agency Analysis Center
Cyber Threat Information Program
Missouri City/County
Manager’s Association
CYBER BRIEFING
May 7, 2015
2. UNCLASSIFIED
UNCLASSIFIED
Recent Cyber Events
• South Carolina DOR. – 3.6 million SSNs stolen and
tax returns exposed. – ( Direct Cost = $14 million,
User fraud loss = $5.2 Billion)
• Shamoon (aka: Wiper) – Steals credentials wipes
boot record from 30,000 to 50,000 computers at
Saudi Aramco and RasGas.
• Banking DDOS against JP Morgan/Chase, PNC, Wells
Fargo, Bank Of America. Total of 8 banks attacked.
3. UNCLASSIFIED
UNCLASSIFIED
Recent Cyber Events
• TARGET ( 40 MILLION credit cards) and other
retailers.
• City of Wichita ( > 60,000 vendor financial
records)
• 14 banks, 12 cities and 10 police departments
disabled during the Ferguson unrest.
8. UNCLASSIFIED
UNCLASSIFIED
So What ?
• Computer network exploitation by threat actors enables:
• Massive financial losses
• Degradation/disruption of services
• Extortion
• Intellectual property theft
• Counterfeiting
• Theft of proprietary data
• Identity theft (personally identifiable information)
• Access to credit
• Loss of money and credibility
9. UNCLASSIFIED
UNCLASSIFIED
Agenda
• Threat Landscape
• Actors (Bad Guys)
• Attack types (Bad Stuff that Bad Guys do)
• Vulnerabilities (The things that Bad guys attack)
• Cyber Threats and Trends (The Future)
• What Can You Do ?
16. UNCLASSIFIED
UNCLASSIFIED
Cyber Threat Motivations
• Notoriety
• Political Statement
• Money – Banks, Credit Cards, Extortion, etc.
• Intellectual Property / Trade Secrets
• Information for Negotiating Positions
(competitive advantage)
• Infrastructure Attack – Terrorism
17. UNCLASSIFIED
UNCLASSIFIED
Nation-State Terrorists Insiders Hackers Hacktivists Criminals
Commercial
Espionage
Fun/Curiosity/
Ego X
Money X X X X X
Retaliation/
retribution X X X
Political
Statement X X
Intellectual
Property X X X X
Negotiation
Information X X
Deny, Disrupt,
Degrade,
Destroy X X X X
Cyber Threat Motivations
(Intent)
18. UNCLASSIFIED
UNCLASSIFIED
Cyber Targets
• Government Networks
• Federal
• State
• Local
• Tribal and Territorial
• Critical Infrastructure and Key Resources (CIKR)
Networks
• Over 85% owned by private sector
• Industrial Control Systems/SCADA
• Embedded systems
• Business and Home Networks
19. UNCLASSIFIED
UNCLASSIFIED
Cyber Threats
• Supply Chain Exploitation
• Cyber exploitation, manipulation, diversion, or substitution of
counterfeit, suspect, or fraudulent items impacting US CIKR
• Disruption
• Distributed Denial of Service (DDOS) attack (effort to prevent site
or service from functioning efficiently or at all, temporarily or
indefinitely)
• Cyber Crime
• Criminals seeking sensitive, protected information for financial
gain
20. UNCLASSIFIED
UNCLASSIFIED
• Corporate Espionage
• Threat actors targeting US companies to gather intelligence and
sensitive corporate data for competitive advantage
• Advanced Persistent Threat
• Stealthy, coordinated cyber activity over long period of time
directed against political, business, and economic targets
• Industrial Control Systems/SCADA
• Threat actors disrupt ICS/SCADA based processes
Cyber Threats
21. UNCLASSIFIED
UNCLASSIFIED 21
Devices, Systems and Networks
• Desktops/Laptops
• OS/App
• Servers
• OS/App
• Printers
• Routers
• VPN
• DNS system
• PSAPS
• Public Notification Systems
• Mobile devices
• Household appliances
• Televisions
• Refrigerators
• Baby monitors
22. UNCLASSIFIED
UNCLASSIFIED
Embedded Systems
22
Computers built into other systems
Examples:
• Digital X-ray Machines, Medical Devices
• Computer Controlled Industrial Equipment
• Automobiles
• ATMs
• Printer/copier/fax machines
The underlying computer is likely to have unpatched vulnerabilities because
it is not on the System Administrators list of “computers,” or the system
must be upgraded by the vendor.
23. UNCLASSIFIED
UNCLASSIFIED
Industrial Control Systems (ICS)
23
Controls processes such as manufacturing, product handling,
production, and distribution. Industrial Control Systems include
Supervisory Control and Data Acquisition systems (SCADA).
Examples
Robotic assembly lines
Water treatment
Electric Power Grid
Building controls
24. UNCLASSIFIED
UNCLASSIFIED
Internet Connected Communications
Communications systems that are not typically considered computer networks that
are, none the less, connected to external networks such as the Internet.
Examples:
• Telephone switching – PBX, VOIP
• Emergency notification systems
• First responder communications (Trunked voice/data
terminals)
25. UNCLASSIFIED
UNCLASSIFIED
Targeting and Attack Techniques
• Social engineering
• Spear phishing
• Spoofing e-mail accounts
• Exploiting vulnerabilities
• Malware
• Downloaders, Trojans, Keyloggers, etc.
• External memory devices (USB)
• Supply-chain exploitation
• Leveraging trusted insiders
• Denial of Service
• Mobile Device Attacks
26. UNCLASSIFIED
UNCLASSIFIED
Advanced Persistent Threat (APT)
• Category of cyber attack against political, business, or economic
targets
• Federal agencies
• State agencies
• City governments
• Commercial and non-profit organizations
• Actors use full spectrum of computer intrusion techniques and
technology
• Characterized by focus on specific information objectives rather than
immediate financial gain
• Stealthy, coordinated, focused activity over a long period of time
Operators are skilled, motivated, organized, well-funded
27. UNCLASSIFIED
UNCLASSIFIED
Advanced Persistent Threat (APT)
• Information objectives include:
• Gov’t policy/planning
• Corporate proprietary data
• Contract data
• International meetings (G20, IMF,
Climate Change)
• Sabotage
• Espionage
• Use of compromised
computers as intermediate hop
points in future compromises
28. UNCLASSIFIED
UNCLASSIFIED
Advanced Persistent Threat (APT)
Methodology
• Reconnaissance
• Initial intrusion into network
• Establish backdoor into the network
• Obtain user credentials (login ID, passwords)
• Escalate privileges, move laterally through the network
• Search for and exfiltrate data
• Maintain persistence
29. UNCLASSIFIED
UNCLASSIFIED
Advanced Persistent Threat (APT)
Examples of APT in open reporting
• Operation Aurora – Damballa
• Finance, Technology, Media – 30+ Countries
• LURID APT – Trend Micro
• Diplomatic, Government, Space-related agencies and companies – 61
Countries
• Nitro – Symantec
• Gas, Oil, Energy, Chemical Sectors – 8 countries
• Shady Rat – Symantec
• Governments, corporations, nonprofits, 14 countries
• FLAME – Kaspersky
• Mid-eastern countries
32. UNCLASSIFIED
UNCLASSIFIED
Trends
• ENORMOUS increase in Cyber Attacks/Crime both in numbers
and sophistication.
• State sponsored attacks likely to increase. (Cyber Warfare is real
now.)
• Cyberweapon toolkits are common place utilized by not only state
sponsored attackers, but by any entity with medium/high skills.
• Cyber Crime As a Service is a full fledged business model.
• Anyone can use point and click services to deliver a devastating
attack.
35. UNCLASSIFIED
UNCLASSIFIED
Trends
Cyber Criminals
• Can occasionally approach the sophistication
if not the endurance of State sponsored
attackers
• Adding much more emphasis to mobile
devices.
• Adds a physical dimension to the Cyber realm.
41. UNCLASSIFIED
UNCLASSIFIED
Distributed Denial of Service (DDoS)
WHAT IS IT?
A DDOS attack tries to render a website either inoperable or
inaccessible by using large numbers of computers sending
overwhelming numbers of requests at a computer.
The target can become so busy trying to answer bogus requests
that it cannot answer valid user requests and the website is
unusable.
42. UNCLASSIFIED
UNCLASSIFIED
Distributed Denial of Service (DDoS)
WHO USES IT ?
Used to be well resourced adversaries (state
sponsored, cyber crime enterprise)
More recently seen from Hactivists, (Anonymous
Affiliates)
Anyone with $200 - $800 can rent a botnet with
10,000 computers for a day to attack anyone.
43. UNCLASSIFIED
UNCLASSIFIED
Distributed Denial of Service (DDoS)
Examples?
During unrest associated with Ferguson MO shooting.
15 Banking institutions
State, Counties, Cities, Police departments (at least 12)
Educational institutions
44. UNCLASSIFIED
UNCLASSIFIED
Distributed Denial of Service (DDoS)
Prevention
Can’t be prevented – Plan for it
Establishing connections with multiple ISPs.
Ensure that service level agreements (SLA) with ISPs
contain provisions for DDoS prevention (such as IP
address rotation)
Assure the network has redundant systems and sufficient
excess capacity
45. UNCLASSIFIED
UNCLASSIFIED
Distributed Denial of Service (DDoS)
Prevention
• Enable rate limiting at the network perimeter
• Create backup remote site networks with multiple address
capability
• Segment web services across multiple machines and
networks
• Host public facing websites with ISPs having capability to
withstand significant DDoS attacks
46. UNCLASSIFIED
UNCLASSIFIED
Distributed Denial of Service (DDoS)
MITIGATION
Executing ISP address rotation
Block source IP addresses that are generating DDoS
traffic at the network boundary or within the ISP
infrastructure. ( DDoS attacks can come from tens of
thousands of addresses that rotate randomly, making this
strategy difficult to implement.)
Acquire increased bandwidth from the ISP (This solution is
limited by your own servers ability to handle the increased
traffic.)
47.
48. UNCLASSIFIED
UNCLASSIFIED
SQL Injection (SQL-I)
WHAT IS IT?
A form of attack on a database-driven Web site in which
the attacker executes unauthorized SQL commands by
taking advantage of insecure bypassing the firewall.
Used to steal information from a database and/or to
gain access to an organization's host computers
through the computer that is hosting the database.
49. UNCLASSIFIED
UNCLASSIFIED
SQL Injection (SQL-I)
Who uses it?
State sponsored, cyber criminals, Hackers,
Hacktivists, Jihadists, Anonymous, script-kiddies
Very effective tools are freely available
Recipes for finding targets (call google dorks) are
all over the open internet.
51. UNCLASSIFIED
UNCLASSIFIED
SQL Injection (SQL-I)
Prevention
Limit databased services
Assure all applications and operating systems are patched
to current level
Keep an eye for announced vulnerabilities
Dynamic monitoring at the firewall or application server
Threat detection services
Applications configuration security ( Passwords )
52. UNCLASSIFIED
UNCLASSIFIED
SQL Injection (SQL-I)
MITIGATION
Watch for “breach” announcements
Notification process
Prevent further breaches (turn off access till it’s fixed)
Aggressively pursue disclosures
Where applicable, get outside help (FBI, DHS, USSS,
Commercial services)
53. UNCLASSIFIED
UNCLASSIFIED
DEFACEMENT
WHAT IS IT?
Any unauthorized changes made to the
appearance of either a single webpage, or an
entire site. In some cases, a website is
completely taken down and replaced by
something new.
63. UNCLASSIFIED
UNCLASSIFIED
Spear-Phishing
• Targeted e-mails containing malicious attachments or links
• E-mails forged to look as if they came from a legitimate
source and have a subject that the victim is likely to open.
• Target e-mail addresses can be harvested from Web sites,
social networks, etc.
• Targeting of CEOs, executives is called “whaling”.
63
68. UNCLASSIFIED
UNCLASSIFIED
What is your plan?
How to recover?
WHO ?
COST ?
How to mitigate
CRITICAL SERVICES
How to deal with the public
PUBLIC CONFIDENCE
LIABILITY
70. UNCLASSIFIED
UNCLASSIFIED
WHO CAN YOU CALL?
Fusion Center:
KC Regional Terrorism Early Warning
Cyber Threat Intelligence Program
kctew@kcpd.org
(816) 413-3588
Missouri Information Analysis Center
St Louis Terrorism Early Warning
73. OR
ID
NV
WY
MT
ND
SD
UT
WA
CO
NE
MN
KS
OK
NM
AZ
TX
AR
LA
AL GA
FL
TN NC
SC
MS
Southeast Regional
Coordinator –
Heather Perez (CFIX)
Western Regional
Coordinator -
Dana Kilian - NCRIC
AK
CA
Troy Campbell – Co-Chair – KCTEW
Devin King – Co-Chair – LA-SAFE
National Capital Regional
Coordinator -
Fleming Campbell (WRTAC)
WI
IA
MO
IL
IN
MI
ME
KY
OH
VA
WV
PA
NY
NJ
NH
MA
RI
MD
CT
DE
VT
DC
Northeast Regional
Coordinator -
Brett Paradis (CTIC)
Midwest Regional
Coordinator –
Kelley Goldblatt (MC3)
Central Regional
Coordinator -
John Burrell - MATIC
NFCA Cyber Intelligence Network (CIN)
74. UNCLASSIFIED
UNCLASSIFIED
WHO CAN YOU CALL?
The Department of Homeland Security (DHS)
The National Cybersecurity & Communications Integration Center
(NCCIC)
The U.S. Computer Emergency Readiness Team (US-CERT)
The Industrial Control Systems Cyber Emergency Response Team (ICS-
CERT)
The National Coordinating Center for Telecommunications (NCC)
74
75. UNCLASSIFIED
UNCLASSIFIED
WHO CAN YOU CALL?
The USSS – US SECRET SERVICE
Your Nearest field office usually has a local
Electronic Crimes Task Force
Has Critical Incident Response Teams
75
76. UNCLASSIFIED
UNCLASSIFIED
WHO CAN YOU CALL?
The Federal Bureau of Investigations (FBI)
Your Local FBI Cyber Division
FBI CyWatch
FBI Critical Incident Response Group (CIRG) Strategic
Information and Operations Center (SIOC)
76