Threat Detection A Complete Guide 2019 Edition
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| Author | : Joshua Saxe |
| Publisher | : No Starch Press |
| Total Pages | : 274 |
| Release | : 2018-09-25 |
| Genre | : Computers |
| ISBN | : 1593278594 |
Malware Data Science explains how to identify, analyze, and classify large-scale malware using machine learning and data visualization. Security has become a "big data" problem. The growth rate of malware has accelerated to tens of millions of new files per year while our networks generate an ever-larger flood of security-relevant data each day. In order to defend against these advanced attacks, you'll need to know how to think like a data scientist. In Malware Data Science, security data scientist Joshua Saxe introduces machine learning, statistics, social network analysis, and data visualization, and shows you how to apply these methods to malware detection and analysis. You'll learn how to: - Analyze malware using static analysis - Observe malware behavior using dynamic analysis - Identify adversary groups through shared code analysis - Catch 0-day vulnerabilities by building your own machine learning detector - Measure malware detector accuracy - Identify malware campaigns, trends, and relationships through data visualization Whether you're a malware analyst looking to add skills to your existing arsenal, or a data scientist interested in attack detection and threat intelligence, Malware Data Science will help you stay ahead of the curve.
| Author | : Michael G. Gelles |
| Publisher | : Butterworth-Heinemann |
| Total Pages | : 254 |
| Release | : 2016-05-28 |
| Genre | : Business & Economics |
| ISBN | : 0128026227 |
Insider Threat: Detection, Mitigation, Deterrence and Prevention presents a set of solutions to address the increase in cases of insider threat. This includes espionage, embezzlement, sabotage, fraud, intellectual property theft, and research and development theft from current or former employees. This book outlines a step-by-step path for developing an insider threat program within any organization, focusing on management and employee engagement, as well as ethical, legal, and privacy concerns. In addition, it includes tactics on how to collect, correlate, and visualize potential risk indicators into a seamless system for protecting an organization’s critical assets from malicious, complacent, and ignorant insiders. Insider Threat presents robust mitigation strategies that will interrupt the forward motion of a potential insider who intends to do harm to a company or its employees, as well as an understanding of supply chain risk and cyber security, as they relate to insider threat. Offers an ideal resource for executives and managers who want the latest information available on protecting their organization’s assets from this growing threat Shows how departments across an entire organization can bring disparate, but related, information together to promote the early identification of insider threats Provides an in-depth explanation of mitigating supply chain risk Outlines progressive approaches to cyber security
| Author | : Dawn M. Cappelli |
| Publisher | : Addison-Wesley |
| Total Pages | : 431 |
| Release | : 2012-01-20 |
| Genre | : Computers |
| ISBN | : 013290604X |
Since 2001, the CERT® Insider Threat Center at Carnegie Mellon University’s Software Engineering Institute (SEI) has collected and analyzed information about more than seven hundred insider cyber crimes, ranging from national security espionage to theft of trade secrets. The CERT® Guide to Insider Threats describes CERT’s findings in practical terms, offering specific guidance and countermeasures that can be immediately applied by executives, managers, security officers, and operational staff within any private, government, or military organization. The authors systematically address attacks by all types of malicious insiders, including current and former employees, contractors, business partners, outsourcers, and even cloud-computing vendors. They cover all major types of insider cyber crime: IT sabotage, intellectual property theft, and fraud. For each, they present a crime profile describing how the crime tends to evolve over time, as well as motivations, attack methods, organizational issues, and precursor warnings that could have helped the organization prevent the incident or detect it earlier. Beyond identifying crucial patterns of suspicious behavior, the authors present concrete defensive measures for protecting both systems and data. This book also conveys the big picture of the insider threat problem over time: the complex interactions and unintended consequences of existing policies, practices, technology, insider mindsets, and organizational culture. Most important, it offers actionable recommendations for the entire organization, from executive management and board members to IT, data owners, HR, and legal departments. With this book, you will find out how to Identify hidden signs of insider IT sabotage, theft of sensitive information, and fraud Recognize insider threats throughout the software development life cycle Use advanced threat controls to resist attacks by both technical and nontechnical insiders Increase the effectiveness of existing technical security tools by enhancing rules, configurations, and associated business processes Prepare for unusual insider attacks, including attacks linked to organized crime or the Internet underground By implementing this book’s security practices, you will be incorporating protection mechanisms designed to resist the vast majority of malicious insider attacks.
| Author | : John Soldatos |
| Publisher | : |
| Total Pages | : 450 |
| Release | : 2020-06-30 |
| Genre | : |
| ISBN | : 9781680836868 |
Modern critical infrastructures comprise of many interconnected cyber and physical assets, and as such are large scale cyber-physical systems. Hence, the conventional approach of securing these infrastructures by addressing cyber security and physical security separately is no longer effective. Rather more integrated approaches that address the security of cyber and physical assets at the same time are required. This book presents integrated (i.e. cyber and physical) security approaches and technologies for the critical infrastructures that underpin our societies. Specifically, it introduces advanced techniques for threat detection, risk assessment and security information sharing, based on leading edge technologies like machine learning, security knowledge modelling, IoT security and distributed ledger infrastructures. Likewise, it presets how established security technologies like Security Information and Event Management (SIEM), pen-testing, vulnerability assessment and security data analytics can be used in the context of integrated Critical Infrastructure Protection. The novel methods and techniques of the book are exemplified in case studies involving critical infrastructures in four industrial sectors, namely finance, healthcare, energy and communications. The peculiarities of critical infrastructure protection in each one of these sectors is discussed and addressed based on sector-specific solutions. The advent of the fourth industrial revolution (Industry 4.0) is expected to increase the cyber-physical nature of critical infrastructures as well as their interconnection in the scope of sectorial and cross-sector value chains. Therefore, the demand for solutions that foster the interplay between cyber and physical security, and enable Cyber-Physical Threat Intelligence is likely to explode. In this book, we have shed light on the structure of such integrated security systems, as well as on the technologies that will underpin their operation. We hope that Security and Critical Infrastructure Protection stakeholders will find the book useful when planning their future security strategies.
| Author | : Brian Caswell |
| Publisher | : Elsevier |
| Total Pages | : 753 |
| Release | : 2004-06-06 |
| Genre | : Computers |
| ISBN | : 0080480993 |
Called "the leader in the Snort IDS book arms race" by Richard Bejtlich, top Amazon reviewer, this brand-new edition of the best-selling Snort book covers all the latest features of a major upgrade to the product and includes a bonus DVD with Snort 2.1 and other utilities.Written by the same lead engineers of the Snort Development team, this will be the first book available on the major upgrade from Snort 2 to Snort 2.1 (in this community, major upgrades are noted by .x and not by full number upgrades as in 2.0 to 3.0). Readers will be given invaluable insight into the code base of Snort, and in depth tutorials of complex installation, configuration, and troubleshooting scenarios. Snort has three primary uses: as a straight packet sniffer, a packet logger, or as a full-blown network intrusion detection system. It can perform protocol analysis, content searching/matching and can be used to detect a variety of attacks and probes. Snort uses a flexible rules language to describe traffic that it should collect or pass, a detection engine that utilizes a modular plug-in architecture, and a real-time alerting capability. A CD containing the latest version of Snort as well as other up-to-date Open Source security utilities will accompany the book.Snort is a powerful Network Intrusion Detection System that can provide enterprise wide sensors to protect your computer assets from both internal and external attack.* Completly updated and comprehensive coverage of snort 2.1* Includes free CD with all the latest popular plug-ins* Provides step-by-step instruction for installing, configuring and troubleshooting
| Author | : Peter De Tender |
| Publisher | : Apress |
| Total Pages | : 332 |
| Release | : 2019-06-19 |
| Genre | : Computers |
| ISBN | : 1484249100 |
Any IT professional can tell you that managing security is a top priority and even more so when working in the cloud. Access to accurate and timely security information is critical, but governance and control must first be enabled. This guide shows you how to take advantage of Azure's vast and powerful built-in security tools and capabilities for your application workloads. Pro Azure Governance and Security offers a comprehensive look at the governance features available with Microsoft Azure and demonstrates how to integrate them with your hybrid and Azure environments, drawing on the author's experiences from years in the field. Learn about the array of controls implemented within Microsoft Azure from two valuable perspectives: the customer and Microsoft operations. Beginning with the top-level subscription hierarchy, learn about the most important built-in Azure security services and features, as well as how to use Azure Policies and Blueprints as a means for security and governance. A series of hands-on exercises teaches you the concepts of Azure Governance: how to enable and deploy Azure Security Center, integrate RBAC (role-based access control), and set up Azure Operations and Monitoring. Get introduced to the new Azure Sentinel solution that offers SIEM as a service for security incident management and proactive hunting. What You'll Learn Understand different architectural designs for implementing Azure Security Operate and monitor an Azure environmentDeploy Azure Governance, Policies, and BlueprintsDiscover key Azure features that enhance securityImplement and confidently access Azure Security CenterGet to know Azure Sentinel Who This Book Is For Technical engineers, consultants, solution and cloud architects, IT managers, and SecOps teams who need to understand how to integrate governance, security, and compliance in hybrid and Azure environments. A basic understanding of Azure or other public cloud platforms is beneficial, but not required.
| Author | : Andrew Pease |
| Publisher | : Packt Publishing Ltd |
| Total Pages | : 392 |
| Release | : 2021-07-23 |
| Genre | : Computers |
| ISBN | : 1801079803 |
Learn advanced threat analysis techniques in practice by implementing Elastic Stack security features Key FeaturesGet started with Elastic Security configuration and featuresLeverage Elastic Stack features to provide optimal protection against threatsDiscover tips, tricks, and best practices to enhance the security of your environmentBook Description Threat Hunting with Elastic Stack will show you how to make the best use of Elastic Security to provide optimal protection against cyber threats. With this book, security practitioners working with Kibana will be able to put their knowledge to work and detect malicious adversary activity within their contested network. You'll take a hands-on approach to learning the implementation and methodologies that will have you up and running in no time. Starting with the foundational parts of the Elastic Stack, you'll explore analytical models and how they support security response and finally leverage Elastic technology to perform defensive cyber operations. You'll then cover threat intelligence analytical models, threat hunting concepts and methodologies, and how to leverage them in cyber operations. After you've mastered the basics, you'll apply the knowledge you've gained to build and configure your own Elastic Stack, upload data, and explore that data directly as well as by using the built-in tools in the Kibana app to hunt for nefarious activities. By the end of this book, you'll be able to build an Elastic Stack for self-training or to monitor your own network and/or assets and use Kibana to monitor and hunt for adversaries within your network. What you will learnExplore cyber threat intelligence analytical models and hunting methodologiesBuild and configure Elastic Stack for cyber threat huntingLeverage the Elastic endpoint and Beats for data collectionPerform security data analysis using the Kibana Discover, Visualize, and Dashboard appsExecute hunting and response operations using the Kibana Security appUse Elastic Common Schema to ensure data uniformity across organizationsWho this book is for Security analysts, cybersecurity enthusiasts, information systems security staff, or anyone who works with the Elastic Stack for security monitoring, incident response, intelligence analysis, or threat hunting will find this book useful. Basic working knowledge of IT security operations and network and endpoint systems is necessary to get started.
| Author | : Wasim Ahmed Khan |
| Publisher | : CRC Press |
| Total Pages | : 271 |
| Release | : 2024-06-13 |
| Genre | : Technology & Engineering |
| ISBN | : 1040034349 |
With the advent of the 4th Industrial Revolution, the implementation of the nine pillars of technology has taken a firm root, especially after the post-COVID pandemic era. The integration of cyber-physical systems is one of the most important pillars that has led to the maximization of productivity, which also leads to the maximization of profits from a manufacturing system. This book discusses manufacturing enterprises, then looks at the theoretical and practical aspects of integrating these manufacturing systems using legacy and modern communication methodologies and relates them to the current level of technology readiness. Integration of Heterogenous Manufacturing Machinery in Cells and Systems: Policies and Practices focuses on the methods covering the use of Artificial Intelligence, Augmented Reality, the Internet of Things, and cellular and physical industrial communication. It describes the nine pillars of technology which include the Internet of Things, Cloud Computing, Autonomous, and Robotics Systems, Big Data Analytics, Augmented Reality, Cyber Security, Simulation, System integration, and Additive Manufacturing. The book highlights the methods used that cover mechanical, electrical, electronics, and computer software aspects of developing manufacturing machinery and discusses computer-aided design (CAD), production planning, and manufacturing, as well as production databases with basics and semantics. This book is an ideal reference for undergraduate, graduate, and postgraduate students of industrial, manufacturing, mechanical, and mechatronics engineering, along with professionals and general readers.
| Author | : Robert McCrie |
| Publisher | : Butterworth-Heinemann |
| Total Pages | : 505 |
| Release | : 2021-12-08 |
| Genre | : Business & Economics |
| ISBN | : 0128223723 |
Security Operations Management, Fourth Edition, the latest release in this seminal reference on corporate security management operations for today's security management professionals and students, explores the characteristics of today's globalized workplaces, security's key role within them, and what the greatest concern is for security practitioners and senior managers. Incorporating the latest security research and best practices, the book covers key skills needed by security managers to demonstrate the value of their security program, offers information on identifying and managing risk, and reviews the latest technological advances in security control, command, communications and computing. - Includes myriad global cases and examples of both the business and technical aspects of security - Offers valuable coverage of cybercrime and workplace violence - Explores the latest technological advances in security control, command, communications, and computing, along with current techniques for how prospective security personnel are vetted, including via social media - Prepares security professionals for certification exams
| Author | : Alexander Kott |
| Publisher | : Springer Nature |
| Total Pages | : 468 |
| Release | : 2023-07-04 |
| Genre | : Computers |
| ISBN | : 3031292693 |
This book offers a structured overview and a comprehensive guide to the emerging field of Autonomous Intelligent Cyber Defense Agents (AICA). The book discusses the current technical issues in autonomous cyber defense and offers information on practical design approaches. The material is presented in a way that is accessible to non-specialists, with tutorial information provided in the initial chapters and as needed throughout the book. The reader is provided with clear and comprehensive background and reference material for each aspect of AICA. Today’s cyber defense tools are mostly watchers. They are not active doers. They do little to plan and execute responses to attacks, and they don’t plan and execute recovery activities. Response and recovery – core elements of cyber resilience – are left to human cyber analysts, incident responders and system administrators. This is about to change. The authors advocate this vision, provide detailed guide to how such a vision can be realized in practice, and its current state of the art. This book also covers key topics relevant to the field, including functional requirements and alternative architectures of AICA, how it perceives and understands threats and the overall situation, how it plans and executes response and recovery, how it survives threats, and how human operators deploy and control AICA. Additionally, this book covers issues of testing, risk, and policy pertinent to AICA, and provides a roadmap towards future R&D in this field. This book targets researchers and advanced students in the field of cyber defense and resilience. Professionals working in this field as well as developers of practical products for cyber autonomy will also want to purchase this book.
