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Game Theory and Machine Learning for Cyber Security

Game Theory and Machine Learning for Cyber Security PDF Author: Charles A. Kamhoua
Publisher: John Wiley & Sons
ISBN: 1119723949
Category : Technology & Engineering
Languages : en
Pages : 546

Book Description
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.

The Use of Applied Technology in Team Sport

The Use of Applied Technology in Team Sport PDF Author: José Pino-Ortega
Publisher: Taylor & Francis
ISBN: 100041454X
Category : Sports & Recreation
Languages : en
Pages : 258

Book Description
The use of technology within sport is well established, most professional sport teams engage in the use of electronic performance and tracking systems. This book is the first to offer a deep and structured examination of these technologies and how they are used in a team sport setting. The Use of Applied Technology in Team Sport describes and assists researchers, academics and professionals with understanding the methodology around applied technology in sport, examining what systems track players’ performance and who are the manufacturers that provide these systems. This new volume goes on to describe how to apply the systems, highlights the ways of reporting analysis information and helps the reader to know and understand the future avenues of research and development. The Use of Applied Technology in Team Sport is considered an essential guide for researchers, academics and students as well as professionals working in the areas of Applied Sport Science, Coaching, and subjects relating to Physiology, Biomechanics, Sports Engineering, Sports Technology and Performance Analysis in Sport.

Game Theory and Machine Learning for Cyber Security

Game Theory and Machine Learning for Cyber Security PDF Author: Charles A. Kamhoua
Publisher: John Wiley & Sons
ISBN: 1119723949
Category : Technology & Engineering
Languages : en
Pages : 546

Book Description
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.

Raising the Stakes

Raising the Stakes PDF Author: T. L. Taylor
Publisher: MIT Press
ISBN: 0262527588
Category : Games & Activities
Languages : en
Pages : 333

Book Description
How a form of play becomes a sport: players, agents, referees, leagues, tournaments, sponsorships, and spectators, and the culture of professional computer game play. Competitive video and computer game play is nothing new: the documentary King of Kong memorably portrays a Donkey Kong player's attempts to achieve the all-time highest score; the television show Starcade (1982–1984) featured competitions among arcade game players; and first-person shooter games of the 1990s became multiplayer through network play. A new development in the world of digital gaming, however, is the emergence of professional computer game play, complete with star players, team owners, tournaments, sponsorships, and spectators. In Raising the Stakes, T. L. Taylor explores the emerging scene of professional computer gaming and the accompanying efforts to make a sport out of this form of play. In the course of her explorations, Taylor travels to tournaments, including the World Cyber Games Grand Finals (which considers itself the computer gaming equivalent of the Olympics), and interviews participants from players to broadcasters. She examines pro-gaming, with its highly paid players, play-by-play broadcasts, and mass audience; discusses whether or not e-sports should even be considered sports; traces the player's path from amateur to professional (and how a hobby becomes work); and describes the importance of leagues, teams, owners, organizers, referees, sponsors, and fans in shaping the structure and culture of pro-gaming. Taylor connects professional computer gaming to broader issues: our notions of play, work, and sport; the nature of spectatorship; the influence of money on sports. And she examines the ongoing struggle over the gendered construction of play through the lens of male-dominated pro-gaming. Ultimately, the evolution of professional computer gaming illuminates the contemporary struggle to convert playful passions into serious play.

The Great Power Competition Volume 3

The Great Power Competition Volume 3 PDF Author: Adib Farhadi
Publisher: Springer Nature
ISBN: 3031045866
Category : Political Science
Languages : en
Pages : 354

Book Description
For millennia, humans waged war on land and sea. The 20th century opened the skies and the stars, introducing air and space as warfare domains. Now, the 21st century has revealed perhaps the most insidious domain of all: cyberspace, the fifth domain. A realm free of physical boundaries, cyberspace lies at the intersection of technology and psychology, where one cannot see one’s enemy, and the most potent weapon is information. The third book in the Great Power Competition series, Cyberspace: The Fifth Domain, explores the emergence of cyberspace as a vector for espionage, sabotage, crime, and war. It examines how cyberspace rapidly evolved from a novelty to a weapon capable of influencing global economics and overthrowing regimes, wielded by nation-states and religious ideologies to stunning effect. Cyberspace: The Fifth Domain offers a candid look at the United States’ role in cyberspace, offering realistic prescriptions for responding to international cyber threats on the tactical, strategic, and doctrinal levels, answering the questions of how can we respond to these threats versus how should we respond? What are the obstacles to and consequences of strategic and tactical response options? What technological solutions are on the horizon? Should the U.S. adopt a more multi-domain offensive posture that eschews the dominant “cyber vs. cyber” paradigm? To answer these questions, experts examine the technological threats to critical infrastructure; cyber operations strategy, tactics, and doctrine; information influence operations; the weaponization of social media; and much more.

The Cybersecurity Playbook

The Cybersecurity Playbook PDF Author: Allison Cerra
Publisher: John Wiley & Sons
ISBN: 1119442192
Category : Business & Economics
Languages : en
Pages : 230

Book Description
The real-world guide to defeating hackers and keeping your business secure Many books discuss the technical underpinnings and complex configurations necessary for cybersecurity—but they fail to address the everyday steps that boards, managers, and employees can take to prevent attacks. The Cybersecurity Playbook is the step-by-step guide to protecting your organization from unknown threats and integrating good security habits into everyday business situations. This book provides clear guidance on how to identify weaknesses, assess possible threats, and implement effective policies. Recognizing that an organization’s security is only as strong as its weakest link, this book offers specific strategies for employees at every level. Drawing from her experience as CMO of one of the world’s largest cybersecurity companies, author Allison Cerra incorporates straightforward assessments, adaptable action plans, and many current examples to provide practical recommendations for cybersecurity policies. By demystifying cybersecurity and applying the central concepts to real-world business scenarios, this book will help you: Deploy cybersecurity measures using easy-to-follow methods and proven techniques Develop a practical security plan tailor-made for your specific needs Incorporate vital security practices into your everyday workflow quickly and efficiently The ever-increasing connectivity of modern organizations, and their heavy use of cloud-based solutions present unique challenges: data breaches, malicious software infections, and cyberattacks have become commonplace and costly to organizations worldwide. The Cybersecurity Playbook is the invaluable guide to identifying security gaps, getting buy-in from the top, promoting effective daily security routines, and safeguarding vital resources. Strong cybersecurity is no longer the sole responsibility of IT departments, but that of every executive, manager, and employee.

Information Technology and Cyber Operations

Information Technology and Cyber Operations PDF Author: United States. Congress. House. Committee on Armed Services. Subcommittee on Intelligence, Emerging Threats and Capabilities
Publisher:
ISBN:
Category : Computer networks
Languages : en
Pages : 98

Book Description


Sport Cyberpsychology

Sport Cyberpsychology PDF Author: Olivia A. Hurley
Publisher: Taylor & Francis
ISBN: 1040013589
Category : Sports & Recreation
Languages : en
Pages : 196

Book Description
The new edition of Sport Cyberpsychology is the only textbook in this field that provides a detailed overview of theories, concepts and research findings specifically related to the discipline of sport cyberpsychology. Post-pandemic, this new edition explores the vast psychological impact technology has on athletes' thoughts, emotions and preparations for their sport, as well as the role technology plays in sport consulting, officiating and social interactions. It covers topics that include performance-enhancing technologies, social media use by athletes and sport personnel (e.g., sport officials) and the role of technology in sport psychology consulting. Problematic behaviours athletes may encounter or engage in within the online world, such as their experiences with cyberbullying and online gambling are also discussed. This second edition includes a review of the latest esports research and activities that are gaining global popularity. The final chapter presents some new research horizons in the field of sport cyberpsychology. The book includes a range of helpful features including case studies, open-ended discussion questions, suggestions for future research studies and extensive reference lists. Accessibly written, this edition of Sport Cyberpsychology offers a one-stop, engaging resource for students and instructors alike. It is important reading for students of sport psychology, cyberpsychology, sport coaching, sport officiating and sport technology, as well as coaches, traditional athletes, esports athletes, sport scientists and performers in areas such as dance, the arts, the military and medicine.

The World of Games: Technologies for Experimenting, Thinking, Learning

The World of Games: Technologies for Experimenting, Thinking, Learning PDF Author: Daria Bylieva
Publisher: Springer Nature
ISBN: 3031480163
Category : Computers
Languages : en
Pages : 420

Book Description
This book reflects the various dimensions of play. It gathers together experience with role-play, tabletop, and online games and develops and assesses tools. It also reflects the human condition in this world of games as it becomes a digital world. We are living in a World of Games where every game is a world through which we learn about the world. A World of Games is fun and engaging, but it also provides deceptive pleasures. What may seem like fun is far from harmless. And then there are the many ways of learning in the mode of play.

Studies Combined: Cyber Warfare In Cyberspace - National Defense, Workforce And Legal Issues

Studies Combined: Cyber Warfare In Cyberspace - National Defense, Workforce And Legal Issues PDF Author:
Publisher: Jeffrey Frank Jones
ISBN:
Category :
Languages : en
Pages : 2822

Book Description
Just a sample of the contents ... contains over 2,800 total pages .... PROSPECTS FOR THE RULE OF LAW IN CYBERSPACE Cyberwarfare and Operational Art CYBER WARFARE GOVERNANCE: EVALUATION OF CURRENT INTERNATIONAL AGREEMENTS ON THE OFFENSIVE USE OF CYBER Cyber Attacks and the Legal Justification for an Armed Response UNTYING OUR HANDS: RECONSIDERING CYBER AS A SEPARATE INSTRUMENT OF NATIONAL POWER Effects-Based Operations in the Cyber Domain Recommendations for Model-Driven Paradigms for Integrated Approaches to Cyber Defense MILLENNIAL WARFARE IGNORING A REVOLUTION IN MILITARY AFFAIRS: THE NEED TO CREATE A SEPARATE BRANCH OF THE ARMED FORCES FOR CYBER WARFARE SPECIAL OPERATIONS AND CYBER WARFARE LESSONS FROM THE FRONT: A CASE STUDY OF RUSSIAN CYBER WARFARE ADAPTING UNCONVENTIONAL WARFARE DOCTRINE TO CYBERSPACE OPERATIONS: AN EXAMINATION OF HACKTIVIST BASED INSURGENCIES Addressing Human Factors Gaps in Cyber Defense Airpower History and the Cyber Force of the Future How Organization for the Cyber Domain Outpaced Strategic Thinking and Forgot the Lessons of the Past THE COMMAND OF THE TREND: SOCIAL MEDIA AS A WEAPON IN THE INFORMATION AGE SPYING FOR THE RIGHT REASONS: CONTESTED NORMS IN CYBERSPACE AIR FORCE CYBERWORX REPORT: REMODELING AIR FORCE CYBER COMMAND & CONTROL THE CYBER WAR: MAINTAINING AND CONTROLLING THE “KEY CYBER TERRAIN” OF THE CYBERSPACE DOMAIN WHEN NORMS FAIL: NORTH KOREA AND CYBER AS AN ELEMENT OF STATECRAFT AN ANTIFRAGILE APPROACH TO PREPARING FOR CYBER CONFLICT AIR FORCE CYBER MISSION ASSURANCE SOURCES OF MISSION UNCERTAINTY Concurrency Attacks and Defenses Cyber Workforce Retention Airpower Lessons for an Air Force Cyber-Power Targeting ¬Theory IS BRINGING BACK WARRANT OFFICERS THE ANSWER? A LOOK AT HOW THEY COULD WORK IN THE AIR FORCE CYBER OPERATIONS CAREER FIELD NEW TOOLS FOR A NEW TERRAIN AIR FORCE SUPPORT TO SPECIAL OPERATIONS IN THE CYBER ENVIRONMENT Learning to Mow Grass: IDF Adaptations to Hybrid Threats CHINA’S WAR BY OTHER MEANS: UNVEILING CHINA’S QUEST FOR INFORMATION DOMINANCE THE ISLAMIC STATE’S TACTICS IN SYRIA: ROLE OF SOCIAL MEDIA IN SHIFTING A PEACEFUL ARAB SPRING INTO TERRORISM NON-LETHAL WEAPONS: THE KEY TO A MORE AGGRESSIVE STRATEGY TO COMBAT TERRORISM THOUGHTS INVADE US: LEXICAL COGNITION AND CYBERSPACE The Cyber Threat to Military Just-In-Time Logistics: Risk Mitigation and the Return to Forward Basing PROSPECTS FOR THE RULE OF LAW IN CYBERSPACE Cyberwarfare and Operational Art CYBER WARFARE GOVERNANCE: EVALUATION OF CURRENT INTERNATIONAL AGREEMENTS ON THE OFFENSIVE USE OF CYBER Cyber Attacks and the Legal Justification for an Armed Response UNTYING OUR HANDS: RECONSIDERING CYBER AS A SEPARATE INSTRUMENT OF NATIONAL POWER Effects-Based Operations in the Cyber Domain Recommendations for Model-Driven Paradigms for Integrated Approaches to Cyber Defense MILLENNIAL WARFARE IGNORING A REVOLUTION IN MILITARY AFFAIRS: THE NEED TO CREATE A SEPARATE BRANCH OF THE ARMED FORCES FOR CYBER WARFARE SPECIAL OPERATIONS AND CYBER WARFARE LESSONS FROM THE FRONT: A CASE STUDY OF RUSSIAN CYBER WARFARE ADAPTING UNCONVENTIONAL WARFARE DOCTRINE TO CYBERSPACE OPERATIONS: AN EXAMINATION OF HACKTIVIST BASED INSURGENCIES Addressing Human Factors Gaps in Cyber Defense Airpower History and the Cyber Force of the Future How Organization for the Cyber Domain Outpaced Strategic Thinking and Forgot the Lessons of the Past THE COMMAND OF THE TREND: SOCIAL MEDIA AS A WEAPON IN THE INFORMATION AGE SPYING FOR THE RIGHT REASONS: CONTESTED NORMS IN CYBERSPACE AIR FORCE CYBERWORX REPORT: REMODELING AIR FORCE CYBER COMMAND & CONTROL THE CYBER WAR: MAINTAINING AND CONTROLLING THE “KEY CYBER TERRAIN” OF THE CYBERSPACE DOMAIN WHEN NORMS FAIL: NORTH KOREA AND CYBER AS AN ELEMENT OF STATECRAFT AN ANTIFRAGILE APPROACH TO PREPARING FOR CYBER CONFLICT AIR FORCE CYBER MISSION ASSURANCE SOURCES OF MISSION UNCERTAINTY Concurrency Attacks and Defenses Cyber Workforce Retention

The Uncommon Knowledge of Elinor Ostrom

The Uncommon Knowledge of Elinor Ostrom PDF Author: Erik Nordman
Publisher: Island Press
ISBN: 1642831565
Category : Political Science
Languages : en
Pages : 258

Book Description
In the 1970s, the accepted environmental thinking was that overpopulation was destroying the earth. Prominent economists and environmentalists agreed that the only way to stem the tide was to impose restrictions on how we used resources, such as land, water, and fish, from either the free market or the government. This notion was upended by Elinor Ostrom, whose work to show that regular people could sustainably manage their community resources eventually won her the Nobel Prize. Ostrom’s revolutionary proposition fundamentally changed the way we think about environmental governance. In The Uncommon Knowledge of Elinor Ostrom, author Erik Nordman brings to life Ostrom’s brilliant mind. Half a century ago, she was rejected from doctoral programs because she was a woman; in 2009, she became the first woman to win the Nobel Prize in Economics. Her research challenged the long-held dogma championed by Garrett Hardin in his famous 1968 essay, “The Tragedy of the Commons,” which argued that only market forces or government regulation can prevent the degradation of common pool resources. The concept of the “Tragedy of the Commons” was built on scarcity and the assumption that individuals only act out of self-interest. Ostrom’s research proved that people can and do act in collective interest, coming from a place of shared abundance. Ostrom’s ideas about common resources have played out around the world, from Maine lobster fisheries, to ancient waterways in Spain, to taxicabs in Nairobi. In writing The Uncommon Knowledge of Elinor Ostrom, Nordman traveled extensively to interview community leaders and stakeholders who have spearheaded innovative resource-sharing systems, some new, some centuries old. Through expressing Ostrom’s ideas and research, he also reveals the remarkable story of her life. Ostrom broke barriers at a time when women were regularly excluded from academia and her research challenged conventional thinking. Elinor Ostrom proved that regular people can come together to act sustainably—if we let them. This message of shared collective action is more relevant than ever for solving today’s most pressing environmental problems.