Game Theoretic Risk Analysis Of Security Threats

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Game Theoretic Risk Analysis of Security Threats

Vicki M. Bier,M. Naceur Azaiez
Game Theoretic Risk Analysis of Security Threats Book PDF

Author : Vicki M. Bier,M. Naceur Azaiez
Publisher : Springer Science & Business Media
Page : 242 pages
File Size : 50,6 Mb
Release : 2008-10-20
Category : Technology & Engineering
ISBN : 9780387877679

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Game Theoretic Risk Analysis of Security Threats by Vicki M. Bier,M. Naceur Azaiez Pdf

Game Theoretic Risk Analysis of Security Threats introduces reliability and risk analysis in the face of threats by intelligent agents. More specifically, game-theoretic models are developed for identifying optimal and/or equilibrium defense and attack strategies in systems of varying degrees of complexity. The book covers applications to networks, including problems in both telecommunications and transportation. However, the book’s primary focus is to integrate game theory and reliability methodologies into a set of techniques to predict, detect, diminish, and stop intentional attacks at targets that vary in complexity. In this book, Bier and Azaiez highlight work by researchers who combine reliability and risk analysis with game theory methods to create a set of functional tools that can be used to offset intentional, intelligent threats (including threats of terrorism and war). These tools will help to address problems of global security and facilitate more cost-effective defensive investments.

Game Theory for Security and Risk Management

Stefan Rass,Stefan Schauer
Game Theory for Security and Risk Management Book PDF

Author : Stefan Rass,Stefan Schauer
Publisher : Springer
Page : 418 pages
File Size : 53,9 Mb
Release : 2018-07-06
Category : Mathematics
ISBN : 9783319752686

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Game Theory for Security and Risk Management by Stefan Rass,Stefan Schauer Pdf

The chapters in this volume explore how various methods from game theory can be utilized to optimize security and risk-management strategies. Emphasizing the importance of connecting theory and practice, they detail the steps involved in selecting, adapting, and analyzing game-theoretic models in security engineering and provide case studies of successful implementations in different application domains. Practitioners who are not experts in game theory and are uncertain about incorporating it into their work will benefit from this resource, as well as researchers in applied mathematics and computer science interested in current developments and future directions. The first part of the book presents the theoretical basics, covering various different game-theoretic models related to and suitable for security engineering. The second part then shows how these models are adopted, implemented, and analyzed. Surveillance systems, interconnected networks, and power grids are among the different application areas discussed. Finally, in the third part, case studies from business and industry of successful applications of game-theoretic models are presented, and the range of applications discussed is expanded to include such areas as cloud computing, Internet of Things, and water utility networks.

Cyber-Security in Critical Infrastructures

Stefan Rass,Stefan Schauer,Sandra König,Quanyan Zhu
Cyber Security in Critical Infrastructures Book PDF

Author : Stefan Rass,Stefan Schauer,Sandra König,Quanyan Zhu
Publisher : Springer Nature
Page : 297 pages
File Size : 44,5 Mb
Release : 2020-06-24
Category : Computers
ISBN : 9783030469085

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Cyber-Security in Critical Infrastructures by Stefan Rass,Stefan Schauer,Sandra König,Quanyan Zhu Pdf

This book presents a compendium of selected game- and decision-theoretic models to achieve and assess the security of critical infrastructures. Given contemporary reports on security incidents of various kinds, we can see a paradigm shift to attacks of an increasingly heterogeneous nature, combining different techniques into what we know as an advanced persistent threat. Security precautions must match these diverse threat patterns in an equally diverse manner; in response, this book provides a wealth of techniques for protection and mitigation. Much traditional security research has a narrow focus on specific attack scenarios or applications, and strives to make an attack “practically impossible.” A more recent approach to security views it as a scenario in which the cost of an attack exceeds the potential reward. This does not rule out the possibility of an attack but minimizes its likelihood to the least possible risk. The book follows this economic definition of security, offering a management scientific view that seeks a balance between security investments and their resulting benefits. It focuses on optimization of resources in light of threats such as terrorism and advanced persistent threats. Drawing on the authors’ experience and inspired by real case studies, the book provides a systematic approach to critical infrastructure security and resilience. Presenting a mixture of theoretical work and practical success stories, the book is chiefly intended for students and practitioners seeking an introduction to game- and decision-theoretic techniques for security. The required mathematical concepts are self-contained, rigorously introduced, and illustrated by case studies. The book also provides software tools that help guide readers in the practical use of the scientific models and computational frameworks.

Game Theoretic Analysis of Congestion, Safety and Security

Kjell Hausken,Jun Zhuang
Game Theoretic Analysis of Congestion Safety and Security Book PDF

Author : Kjell Hausken,Jun Zhuang
Publisher : Springer
Page : 310 pages
File Size : 49,9 Mb
Release : 2014-12-31
Category : Technology & Engineering
ISBN : 9783319130095

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Game Theoretic Analysis of Congestion, Safety and Security by Kjell Hausken,Jun Zhuang Pdf

Maximizing reader insights into the roles of intelligent agents in networks, air traffic and emergency departments, this volume focuses on congestion in systems where safety and security are at stake, devoting special attention to applying game theoretic analysis of congestion to: protocols in wired and wireless networks; power generation, air transportation and emergency department overcrowding. Reviewing exhaustively the key recent research into the interactions between game theory, excessive crowding, and safety and security elements, this book establishes a new research angle by illustrating linkages between the different research approaches and serves to lay the foundations for subsequent analysis. Congestion (excessive crowding) is defined in this work as all kinds of flows; e.g., road/sea/air traffic, people, data, information, water, electricity, and organisms. Analysing systems where congestion occurs – which may be in parallel, series, interlinked, or interdependent, with flows one way or both ways – this book puts forward new congestion models, breaking new ground by introducing game theory and safety/security into proceedings. Addressing the multiple actors who may hold different concerns regarding system reliability; e.g. one or several terrorists, a government, various local or regional government agencies, or others with stakes for or against system reliability, this book describes how governments and authorities may have the tools to handle congestion, but that these tools need to be improved whilst additionally ensuring safety and security against various threats. This game-theoretic analysis sets this two volume book apart from the current congestion literature and ensures that the work will be of use to postgraduates, researchers, 3rd/4th-year undergraduates, policy makers, and practitioners.

Adversarial Risk Analysis

David L. Banks,Jesus M. Rios Aliaga,David Rios Insua
Adversarial Risk Analysis Book PDF

Author : David L. Banks,Jesus M. Rios Aliaga,David Rios Insua
Publisher : CRC Press
Page : 220 pages
File Size : 48,6 Mb
Release : 2015-06-30
Category : Business & Economics
ISBN : 9781498712408

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Adversarial Risk Analysis by David L. Banks,Jesus M. Rios Aliaga,David Rios Insua Pdf

Winner of the 2017 De Groot Prize awarded by the International Society for Bayesian Analysis (ISBA)A relatively new area of research, adversarial risk analysis (ARA) informs decision making when there are intelligent opponents and uncertain outcomes. Adversarial Risk Analysis develops methods for allocating defensive or offensive resources against

Game Theory for Managing Security in Chemical Industrial Areas

Laobing Zhang,Genserik Reniers
Game Theory for Managing Security in Chemical Industrial Areas Book PDF

Author : Laobing Zhang,Genserik Reniers
Publisher : Springer
Page : 157 pages
File Size : 50,9 Mb
Release : 2018-07-09
Category : Mathematics
ISBN : 9783319926186

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Game Theory for Managing Security in Chemical Industrial Areas by Laobing Zhang,Genserik Reniers Pdf

This book systematically studies how game theory can be used to improve security in chemical industrial areas, capturing the intelligent interactions between security managers and potential adversaries. The recent unfortunate terrorist attacks on critical infrastructures show that adversaries are intelligent and strategic. Game theoretic models have been extensively used in some domains to model these strategic adversaries. However, there is a lack of such advanced models to be employed by chemical security managers. In this book, game theoretic models for protecting chemical plants as well as clusters are proposed. Different equilibrium concepts are explored, with user-friendly explanation of how to reflect them to realistic cases. Based on efficient analysis of the properties of security issues in chemical plants/clusters, models in this book are capable to support resources allocations, cost-effectiveness analysis, cooperation incentives and alike.

Security Risk Assessment

Genserik Reniers,Nima Khakzad,Pieter Van Gelder
Security Risk Assessment Book PDF

Author : Genserik Reniers,Nima Khakzad,Pieter Van Gelder
Publisher : Walter de Gruyter GmbH & Co KG
Page : 201 pages
File Size : 54,7 Mb
Release : 2017-11-20
Category : Science
ISBN : 9783110499087

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Security Risk Assessment by Genserik Reniers,Nima Khakzad,Pieter Van Gelder Pdf

This book deals with the state-of-the-art of physical security knowledge and research in the chemical and process industries. Legislation differences between Europe and the USA are investigated, followed by an overview of the how, what and why of contemporary security risk assessment in this particular industrial sector. Innovative solutions such as attractiveness calculations and the use of game theory, advancing the present science of adversarial risk analysis, are discussed. The book further stands up for developing and employing dynamic security risk assessments, for instance based on Bayesian networks, and using OR methods to truly move security forward in the chemical and process industries.

Risk Analysis of Complex and Uncertain Systems

Louis Anthony Cox Jr.
Risk Analysis of Complex and Uncertain Systems Book PDF

Author : Louis Anthony Cox Jr.
Publisher : Springer Science & Business Media
Page : 457 pages
File Size : 40,7 Mb
Release : 2009-06-12
Category : Business & Economics
ISBN : 9780387890142

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Risk Analysis of Complex and Uncertain Systems by Louis Anthony Cox Jr. Pdf

In Risk Analysis of Complex and Uncertain Systems acknowledged risk authority Tony Cox shows all risk practitioners how Quantitative Risk Assessment (QRA) can be used to improve risk management decisions and policies. It develops and illustrates QRA methods for complex and uncertain biological, engineering, and social systems – systems that have behaviors that are just too complex to be modeled accurately in detail with high confidence – and shows how they can be applied to applications including assessing and managing risks from chemical carcinogens, antibiotic resistance, mad cow disease, terrorist attacks, and accidental or deliberate failures in telecommunications network infrastructure. This book was written for a broad range of practitioners, including decision risk analysts, operations researchers and management scientists, quantitative policy analysts, economists, health and safety risk assessors, engineers, and modelers.

Critical Infrastructure Security

Francesco Flammini
Critical Infrastructure Security Book PDF

Author : Francesco Flammini
Publisher : WIT Press
Page : 325 pages
File Size : 55,9 Mb
Release : 2012
Category : Architecture
ISBN : 9781845645625

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Critical Infrastructure Security by Francesco Flammini Pdf

This book provides a comprehensive survey of state-of-the-art techniques for the security of critical infrastructures, addressing both logical and physical aspects from an engineering point of view. Recently developed methodologies and tools for CI analysis as well as strategies and technologies for CI protection are investigated in the following strongly interrelated and multidisciplinary main fields: - Vulnerability analysis and risk assessment - Threat prevention, detection and response - Emergency planning and management Each of the aforementioned topics is addressed considering both theoretical aspects and practical applications. Emphasis is given to model-based holistic evaluation approaches as well as to emerging protection technologies, including smart surveillance through networks of intelligent sensing devices. Critical Infrastructure Security can be used as a self-contained reference handbook for both practitioners and researchers or even as a textbook for master/doctoral degree students in engineering or related disciplines.More specifically, the topic coverage of the book includes: - Historical background on threats to critical infrastructures - Model-based risk evaluation and management approaches - Security surveys and game-theoretic vulnerability assessment - Federated simulation for interdependency analysis - Security operator training and emergency preparedness - Intelligent multimedia (audio-video) surveillance - Terahertz body scanners for weapon and explosive detection - Security system design (intrusion detection / access control) - Dependability and resilience of computer networks (SCADA / cyber-security) - Wireless smart-sensor networks and structural health monitoring - Information systems for crisis response and emergency management - Early warning, situation awareness and decision support software

Developing Next-Generation Countermeasures for Homeland Security Threat Prevention

Dawson, Maurice,Kisku, Dakshina Ranjan,Gupta, Phalguni,Sing, Jamuna Kanta,Li, Weifeng
Developing Next Generation Countermeasures for Homeland Security Threat Prevention Book PDF

Author : Dawson, Maurice,Kisku, Dakshina Ranjan,Gupta, Phalguni,Sing, Jamuna Kanta,Li, Weifeng
Publisher : IGI Global
Page : 428 pages
File Size : 42,6 Mb
Release : 2016-08-30
Category : Political Science
ISBN : 9781522507048

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Developing Next-Generation Countermeasures for Homeland Security Threat Prevention by Dawson, Maurice,Kisku, Dakshina Ranjan,Gupta, Phalguni,Sing, Jamuna Kanta,Li, Weifeng Pdf

In the modern world, natural disasters are becoming more commonplace, unmanned systems are becoming the norm, and terrorism and espionage are increasingly taking place online. All of these threats have made it necessary for governments and organizations to steel themselves against these threats in innovative ways. Developing Next-Generation Countermeasures for Homeland Security Threat Prevention provides relevant theoretical frameworks and empirical research outlining potential threats while exploring their appropriate countermeasures. This relevant publication takes a broad perspective, from network security, surveillance, reconnaissance, and physical security, all topics are considered with equal weight. Ideal for policy makers, IT professionals, engineers, NGO operators, and graduate students, this book provides an in-depth look into the threats facing modern society and the methods to avoid them.

Information Security

Dieter Gollmann,Felix C. Freiling
Information Security Book PDF

Author : Dieter Gollmann,Felix C. Freiling
Publisher : Springer
Page : 402 pages
File Size : 54,8 Mb
Release : 2012-09-07
Category : Computers
ISBN : 9783642333835

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Information Security by Dieter Gollmann,Felix C. Freiling Pdf

This book constitutes the refereed proceedings of the 15th International Conference on Information Security, ISC 2015, held in Passau, Germany, in September 2012. The 23 revised full papers presented together with one invited paper were carefully reviewed and selected from 72 submissions. The papers are organized in topical sections on cryptography and cryptanalysis, mobility, cards and sensors, software security, processing encrypted data, authentication and identification, new directions in access control, GPU for security, and models for risk and revocation.

Improving Risk Analysis

Louis Anthony Cox Jr.
Improving Risk Analysis Book PDF

Author : Louis Anthony Cox Jr.
Publisher : Springer Science & Business Media
Page : 403 pages
File Size : 52,8 Mb
Release : 2013-02-03
Category : Business & Economics
ISBN : 9781461460589

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Improving Risk Analysis by Louis Anthony Cox Jr. Pdf

Improving Risk Analysis shows how to better assess and manage uncertain risks when the consequences of alternative actions are in doubt. The constructive methods of causal analysis and risk modeling presented in this monograph will enable to better understand uncertain risks and decide how to manage them. The book is divided into three parts. Parts 1 shows how high-quality risk analysis can improve the clarity and effectiveness of individual, community, and enterprise decisions when the consequences of different choices are uncertain. Part 2 discusses social decisions. Part 3 illustrates these methods and models, showing how to apply them to health effects of particulate air pollution. "Tony Cox’s new book addresses what risk analysts and policy makers most need to know: How to find out what causes what, and how to quantify the practical differences that changes in risk management practices would make. The constructive methods in Improving Risk Analysis will be invaluable in helping practitioners to deliver more useful insights to inform high-stakes decisions and policy,in areas ranging from disaster planning to counter-terrorism investments to enterprise risk management to air pollution abatement policies. Better risk management is possible and practicable; Improving Risk Analysis explains how." Elisabeth Pate-Cornell, Stanford University "Improving Risk Analysis offers crucial advice for moving policy-relevant risk analyses towards more defensible, causally-based methods. Tony Cox draws on his extensive experience to offer sound advice and insights that will be invaluable to both policy makers and analysts in strengthening the foundations for important risk analyses. This much-needed book should be required reading for policy makers and policy analysts confronting uncertain risks and seeking more trustworthy risk analyses." Seth Guikema, Johns Hopkins University "Tony Cox has been a trail blazer in quantitative risk analysis, and his new book gives readers the knowledge and tools needed to cut through the complexity and advocacy inherent in risk analysis. Cox’s careful exposition is detailed and thorough, yet accessible to non-technical readers interested in understanding uncertain risks and the outcomes associated with different mitigation actions. Improving Risk Analysis should be required reading for public officials responsible for making policy decisions about how best to protect public health and safety in an uncertain world." Susan E. Dudley, George Washington University

Cyber-Security Threats and Response Models in Nuclear Power Plants

Carol Smidts,Indrajit Ray,Quanyan Zhu,Pavan Kumar Vaddi,Yunfei Zhao,Linan Huang,Xiaoxu Diao,Rakibul Talukdar,Michael C. Pietrykowski
Cyber Security Threats and Response Models in Nuclear Power Plants Book PDF

Author : Carol Smidts,Indrajit Ray,Quanyan Zhu,Pavan Kumar Vaddi,Yunfei Zhao,Linan Huang,Xiaoxu Diao,Rakibul Talukdar,Michael C. Pietrykowski
Publisher : Springer Nature
Page : 100 pages
File Size : 42,7 Mb
Release : 2022-10-10
Category : Computers
ISBN : 9783031127113

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Cyber-Security Threats and Response Models in Nuclear Power Plants by Carol Smidts,Indrajit Ray,Quanyan Zhu,Pavan Kumar Vaddi,Yunfei Zhao,Linan Huang,Xiaoxu Diao,Rakibul Talukdar,Michael C. Pietrykowski Pdf

This SpringerBrief presents a brief introduction to probabilistic risk assessment (PRA), followed by a discussion of abnormal event detection techniques in industrial control systems (ICS). It also provides an introduction to the use of game theory for the development of cyber-attack response models and a discussion on the experimental testbeds used for ICS cyber security research. The probabilistic risk assessment framework used by the nuclear industry provides a valid framework to understand the impacts of cyber-attacks in the physical world. An introduction to the PRA techniques such as fault trees, and event trees is provided along with a discussion on different levels of PRA and the application of PRA techniques in the context of cybersecurity. A discussion on machine learning based fault detection and diagnosis (FDD) methods and cyber-attack detection methods for industrial control systems are introduced in this book as well. A dynamic Bayesian networks based method that can be used to detect an abnormal event and classify it as either a component fault induced safety event or a cyber-attack is discussed. An introduction to the stochastic game formulation of the attacker-defender interaction in the context of cyber-attacks on industrial control systems to compute optimal response strategies is presented. Besides supporting cyber-attack response, the analysis based on the game model also supports the behavioral study of the defender and the attacker during a cyber-attack, and the results can then be used to analyze the risk to the system caused by a cyber-attack. A brief review of the current state of experimental testbeds used in ICS cybersecurity research and a comparison of the structures of various testbeds and the attack scenarios supported by those testbeds is included. A description of a testbed for nuclear power applications, followed by a discussion on the design of experiments that can be carried out on the testbed and the associated results is covered as well. This SpringerBrief is a useful resource tool for researchers working in the areas of cyber security for industrial control systems, energy systems and cyber physical systems. Advanced-level students that study these topics will also find this SpringerBrief useful as a study guide.

Review of the Department of Homeland Security's Approach to Risk Analysis

National Research Council,Committee to Review the Department of Homeland Security's Approach to Risk Analysis
Review of the Department of Homeland Security s Approach to Risk Analysis Book PDF

Author : National Research Council,Committee to Review the Department of Homeland Security's Approach to Risk Analysis
Publisher : National Academies Press
Page : 160 pages
File Size : 48,5 Mb
Release : 2010-10-10
Category : Political Science
ISBN : 9780309159241

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Review of the Department of Homeland Security's Approach to Risk Analysis by National Research Council,Committee to Review the Department of Homeland Security's Approach to Risk Analysis Pdf

The events of September 11, 2001 changed perceptions, rearranged national priorities, and produced significant new government entities, including the U.S. Department of Homeland Security (DHS) created in 2003. While the principal mission of DHS is to lead efforts to secure the nation against those forces that wish to do harm, the department also has responsibilities in regard to preparation for and response to other hazards and disasters, such as floods, earthquakes, and other "natural" disasters. Whether in the context of preparedness, response or recovery from terrorism, illegal entry to the country, or natural disasters, DHS is committed to processes and methods that feature risk assessment as a critical component for making better-informed decisions. Review of the Department of Homeland Security's Approach to Risk Analysis explores how DHS is building its capabilities in risk analysis to inform decision making. The department uses risk analysis to inform decisions ranging from high-level policy choices to fine-scale protocols that guide the minute-by-minute actions of DHS employees. Although DHS is responsible for mitigating a range of threats, natural disasters, and pandemics, its risk analysis efforts are weighted heavily toward terrorism. In addition to assessing the capability of DHS risk analysis methods to support decision-making, the book evaluates the quality of the current approach to estimating risk and discusses how to improve current risk analysis procedures. Review of the Department of Homeland Security's Approach to Risk Analysis recommends that DHS continue to build its integrated risk management framework. It also suggests that the department improve the way models are developed and used and follow time-tested scientific practices, among other recommendations.

Game Theory and Machine Learning for Cyber Security

Charles A. Kamhoua,Christopher D. Kiekintveld,Fei Fang,Quanyan Zhu
Game Theory and Machine Learning for Cyber Security Book PDF

Author : Charles A. Kamhoua,Christopher D. Kiekintveld,Fei Fang,Quanyan Zhu
Publisher : John Wiley & Sons
Page : 546 pages
File Size : 40,5 Mb
Release : 2021-09-08
Category : Technology & Engineering
ISBN : 9781119723943

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Game Theory and Machine Learning for Cyber Security by Charles A. Kamhoua,Christopher D. Kiekintveld,Fei Fang,Quanyan Zhu Pdf

GAME THEORY AND MACHINE LEARNING FOR CYBER SECURITY Move beyond the foundations of machine learning and game theory in cyber security to the latest research in this cutting-edge field In Game Theory and Machine Learning for Cyber Security, a team of expert security researchers delivers a collection of central research contributions from both machine learning and game theory applicable to cybersecurity. The distinguished editors have included resources that address open research questions in game theory and machine learning applied to cyber security systems and examine the strengths and limitations of current game theoretic models for cyber security. Readers will explore the vulnerabilities of traditional machine learning algorithms and how they can be mitigated in an adversarial machine learning approach. The book offers a comprehensive suite of solutions to a broad range of technical issues in applying game theory and machine learning to solve cyber security challenges. Beginning with an introduction to foundational concepts in game theory, machine learning, cyber security, and cyber deception, the editors provide readers with resources that discuss the latest in hypergames, behavioral game theory, adversarial machine learning, generative adversarial networks, and multi-agent reinforcement learning. Readers will also enjoy: A thorough introduction to game theory for cyber deception, including scalable algorithms for identifying stealthy attackers in a game theoretic framework, honeypot allocation over attack graphs, and behavioral games for cyber deception An exploration of game theory for cyber security, including actionable game-theoretic adversarial intervention detection against advanced persistent threats Practical discussions of adversarial machine learning for cyber security, including adversarial machine learning in 5G security and machine learning-driven fault injection in cyber-physical systems In-depth examinations of generative models for cyber security Perfect for researchers, students, and experts in the fields of computer science and engineering, Game Theory and Machine Learning for Cyber Security is also an indispensable resource for industry professionals, military personnel, researchers, faculty, and students with an interest in cyber security.