This handbook discusses challenges and limitations in existing solutions, and presents state-of-the-art advances from both academia and industry, in big data analytics and digital forensics. The second chapter comprehensively reviews IoT security, privacy, and forensics literature, focusing on IoT and unmanned aerial vehicles (UAVs). The authors propose a deep learning-based approach to process cloud's log data and mitigate enumeration attacks in the third chapter. The fourth chapter proposes a robust fuzzy learning model to protect IT-based infrastructure against advanced persistent threat (APT) campaigns. Advanced and fair clustering approach for industrial data, which is capable of training with huge volume of data in a close to linear time is introduced in the fifth chapter, as well as offering an adaptive deep learning model to detect cyberattacks targeting cyber physical systems (CPS) covered in the sixth chapter. The authors evaluate the performance of unsupervised machine learning for detecting cyberattacks against industrial control systems (ICS) in chapter 7, and the next chapter presents a robust fuzzy Bayesian approach for ICS's cyber threat hunting. This handbook also evaluates the performance of supervised machine learning methods in identifying cyberattacks against CPS. The performance of a scalable clustering algorithm for CPS's cyber threat hunting and the usefulness of machine learning algorithms for MacOS malware detection are respectively evaluated. This handbook continues with evaluating the performance of various machine learning techniques to detect the Internet of Things malware. The authors demonstrate how MacOSX cyberattacks can be detected using state-of-the-art machine learning models. In order to identify credit card frauds, the fifteenth chapter introduces a hybrid model. In the sixteenth chapter, the editors propose a model that leverages natural language processing techniques for generating a mapping between APT-related reports and cyber kill chain. A deep learning-based approach to detect ransomware is introduced, as well as a proposed clustering approach to detect IoT malware in the last two chapters. This handbook primarily targets professionals and scientists working in Big Data, Digital Forensics, Machine Learning, Cyber Security Cyber Threat Analytics and Cyber Threat Hunting as a reference book. Advanced level-students and researchers studying and working in Computer systems, Computer networks and Artificial intelligence will also find this reference useful.

Steven Levy's classic book about the original hackers of the computer revolution is now available in a special 25th anniversary edition, with updated material from noteworthy hackers such as Bill Gates, Mark Zukerberg, Richard Stallman, and Tim O'Reilly. Hackers traces the exploits of innovators from the research labs in the late 1950s to the rise of the home computer in the mid-1980s. It's a fascinating story of brilliant and eccentric nerds such as Steve Wozniak, Ken Williams, and John Draper who took risks, bent the rules, and took the world in a radical new direction. "Hacker" is often a derogatory term today, but 40 years ago, it referred to people who found clever and unorthodox solutions to computer engineering problems -- a practice that became known as "the hacker ethic." In this book, Levy takes you from the true hackers of MIT's Tech Model Railroad Club to the DIY culture that spawned the first personal computers -- the Altair and the Apple II -- and finally to the gaming culture of the early '80s. From students finagling access to clunky computer-card machines to engineers uncovering the secrets of what would become the Internet, Hackers captures a seminal period in history when underground activities blazed a trail for today's digital world. This book is not just for geeks -- it's for everyone interested in origins of the computer revolution.

This initiating monograph provides the first thorough examination of the concept of white-collar crime online. Applying an offender-based perspective which considers the central role of convenience, it seeks to inform, improve and develop the current literature on cybercrime, whilst paying particular attention to its founding category within criminology. It argues that white-collar crime has receded from criminological perspectives on cybercrime in recent years and that a detailed, rich re-assessment of white-collar crime in contemporary digital societies is needed. Following a theoretical introduction, the book develops to discuss, inter alia, implications for corporate reputation, the various organizational roles utilized in mitigating external and internal threats, the unique considerations involved in law enforcement efforts, and likely future directions within the field. White-Collar Crime Online recognises the strong lineage and correlation that exists between the study of white-collar crime and cybercrime. Using convenience theory within a comparative analysis which includes case-studies, the book explores both European and American paradigms, perspectives and models to determine where white-collar crime exists within the contemporary workplace and how this might relate to the ongoing discourse on cybercrime. In doing so it revaluates criminological theory within the context of changing patterns of business, the workplace, social rules, systems of governance, decision making, social ordering and control. White-Collar Crime Online will speak to criminologists, sociologists and professionals; including those interested in cyber-security, economics, technology and computer science.

This book begins with a broader discussion of cybercrime and attacks targeting ATMs and then focuses on a specific type of cybercrime named "ATM Hacking." It discusses ATM Hacking from a more full scope of aspects, including technology, modus operandi, law enforcement, socio-economic and geopolitical context, and theory development. After unpacking a classic case of ATM Hacking and its modus operandi, implications for cybersecurity and prevention, intra- and inter-agency collaboration, and theory development are presented. This book also demonstrates the analysis of extensive qualitative data collected from a high-profile case in which European criminal group hacked into a London voice mail server belonging to a Taiwanese financial institution - First Commercial Bank,. Then it programmed dozens of ATMs to "spit out" millions of dollars of cash. The successful crackdown on this type of crime is rare, if not unique, while the number of similar crimes has increased enormously in recent years and the trend seem to continue unabatingly. Further, the implications go beyond a country or a continent. Intra- and inter-agency collaboration among players of law enforcement is essential to the case especially in the police context of "turf jealousies." The authors seek to document the ways in which agencies collaborate, as well as the perceived benefits and challenges of cooperation. Whether the broader political and contextual climates in which these agencies operate, limit the extent to which they can cooperate. This book is useful as a reference for researchers and professionals working in the area of cybercrime and cybersecurity. University professors can also use this book as a case study for senior seminars or graduate courses.

Cyber Wars gives you the dramatic inside stories of some of the world's biggest cyber attacks. These are the game changing hacks that make organizations around the world tremble and leaders stop and consider just how safe they really are. Charles Arthur provides a gripping account of why each hack happened, what techniques were used, what the consequences were and how they could have been prevented. Cyber attacks are some of the most frightening threats currently facing business leaders and this book provides a deep insight into understanding how they work, how hackers think as well as giving invaluable advice on staying vigilant and avoiding the security mistakes and oversights that can lead to downfall. No organization is safe but by understanding the context within which we now live and what the hacks of the future might look like, you can minimize the threat.

In Cyber Wars, you will learn how hackers in a TK Maxx parking lot managed to steal 94m credit card details costing the organization $1bn; how a 17 year old leaked the data of 157,000 TalkTalk customers causing a reputational disaster; how Mirai can infect companies' Internet of Things devices and let hackers control them; how a sophisticated malware attack on Sony caused corporate embarrassment and company-wide shut down; and how a phishing attack on Clinton Campaign Chairman John Podesta's email affected the outcome of the 2016 US election.

Rely on this practical, comprehensive guide to significantly improve your cyber safety and data privacy. This book was written expressly for regular, everyday people -- though even technically savvy readers will find many useful tips here. This book contains everything you need to protect yourself-step by step, without judgment, and with as little jargon as possible. Protecting your digital domain is much like defending a medieval castle. Wide moats, towering walls and trained guards provide defense in depth, safeguarding the people and property within against the most common threats. But attempting to dragon-proof your castle would be counterproductive and costly. The goal of this book is to keep your devices and data safe from the most likely and impactful hazards - not a targeted attack by the NSA. Like wearing seat belts and sunscreen in the real world, there are dozens of simple, effective precautions we need to take in the virtual world. Author Carey Parker has structured this book to give you maximum benefit with minimum effort. If you just want to know what you need to do, each chapter includes a detailed checklist of expert tips. But the book also explains why you need to do these things, using entertaining analogies and straightforward explanations. This revised and expanded fifth edition includes: Updated for Windows 11, macOS 13 (Ventura), iOS 16 and Android 13. Updated recommendations for most secure and private products. Over 200 tips with complete step-by-step instructions and screenshots. What You Will Learn Maximize your computer and smartphone security. Minimize your vulnerabilities and data footprint. Solve your password problems and use two-factor authentication. Browse the web safely and confidently with a secure, private browser. Shop and bank online with maximum security and peace of mind. Defend against identity theft, ransomware and online scams. Safeguard your children online, at home and in school. Block online tracking, data mining and malicious online ads. Send files and messages with end-to-end encryption. Secure your home network and keep your smart devices from spying on you. Create automated backups of all your devices. Learn how to deal with account hacks, data. breaches and viruses. Understand how computers, the internet, VPNs and encryption really work And much more!

The year 2020 and the COVID-19 pandemic marked a huge change globally, both in working and home environments. They posed major challenges for organisations around the world, which were forced to use technological tools to help employees work remotely, while in self-isolation and/or total lockdown. Though the positive outcomes of using these technologies are clear, doing so also comes with its fair share of potential issues, including risks regarding data and its use, such as privacy, transparency, exploitation and ownership. COVID-19 also led to a certain amount of paranoia, and the widespread uncertainty and fear of change represented a golden opportunity for threat actors. This book discusses and explains innovative technologies such as blockchain and methods to defend from Advanced Persistent Threats (APTs), some of the key legal and ethical data challenges to data privacy and security presented by the COVID-19 pandemic, and their potential consequences. It then turns to improved decision making in cyber security, also known as cyber situational awareness, by analysing security events and comparing data mining techniques, specifically classification techniques, when applied to cyber security data. In addition, the book illustrates the importance of cyber security, particularly information integrity and surveillance, in dealing with an on-going, infectious crisis. Aspects addressed range from the spread of misinformation, which can lead people to actively work against measures designed to ensure public safety and minimise the spread of the virus, to concerns over the approaches taken to monitor, track, trace and isolate infectious cases through the use of technology. In closing, the book considers the legal, social and ethical cyber and information security implications of the pandemic and responses to it from the perspectives of confidentiality, integrity and availability.

This book provides an opportunity for investigators, government officials, systems scientists, strategists, assurance researchers, owners, operators and maintainers of large, complex and advanced systems and infrastructures to update their knowledge with the state of best practice in the challenging domains whilst networking with the leading representatives, researchers and solution providers. Drawing on 12 years of successful events on information security, digital forensics and cyber-crime, the 13th ICGS3-20 conference aims to provide attendees with an information-packed agenda with representatives from across the industry and the globe. The challenges of complexity, rapid pace of change and risk/opportunity issues associated with modern products, systems, special events and infrastructures. In an era of unprecedented volatile, political and economic environment across the world, computer-based systems face ever more increasing challenges, disputes and responsibilities, and whilst the Internet has created a global platform for the exchange of ideas, goods and services, it has also created boundless opportunities for cyber-crime. As an increasing number of large organizations and individuals use the Internet and its satellite mobile technologies, they are increasingly vulnerable to cyber-crime threats. It is therefore paramount that the security industry raises its game to combat these threats. Whilst there is a huge adoption of technology and smart home devices, comparably, there is a rise of threat vector in the abuse of the technology in domestic violence inflicted through IoT too. All these are an issue of global importance as law enforcement agencies all over the world are struggling to cope.

Cyber risk has become increasingly reported as a major problem for financial sector businesses. It takes many forms including fraud for purely monetary gain, hacking by people hostile to a company causing business interruption or damage to reputation, theft by criminals or malicious individuals of the very large amounts of customer information ("big data") held by many companies, misuse including accidental misuse or lack of use of such data, loss of key intellectual property, and the theft of health and medical data which can have a profound effect on the insurance sector. This book assesses the major cyber risks to businesses and discusses how they can be managed and the risks reduced. It includes case studies of the situation in different financial sectors and countries in relation to East Asia, Europe and the United States. It takes an interdisciplinary approach assessing cyber risks and management solutions from an economic, management risk, legal, security intelligence, insurance, banking and cultural perspective.

This volume constitutes selected papers presented at the First Inernational Conference on Ubiquitous Security, UbiSec 2021, held in Guangzhou, China, in December 2021. The presented 26 full papers and 2 short papers were thoroughly reviewed and selected from the 96 submissions. They focus on security, privacy and anonymity aspects in cyberspace, physical world, and social networks.

This book constitutes the refereed proceedings of the 16th International Conference on Critical Information Infrastructures Security, CRITIS 2021, which took place in Lausanne, Switzerland, during September 27-29, 2021.The 12 full papers included in this volume were carefully reviewed and selected from 42 submissions. They were organized in topical sections as follows: protection of cyber-physical systems and industrial control systems (ICS); C(I)IP organization, (strategic) management and legal aspects; human factor, security awareness and crisis management for C(I)IP and critical services; and future, TechWatch and forecast for C(I)IP and critical services.

This book provides a valuable reference for digital forensics practitioners and cyber security experts operating in various fields of law enforcement, incident response and commerce. It is also aimed at researchers seeking to obtain a more profound knowledge of Digital Forensics and Cybercrime. Furthermore, the book is an exceptional advanced text for PhD and Master degree programmes in Digital Forensics and Cyber Security. Each chapter of this book is written by an internationally-renowned expert who has extensive experience in law enforcement, industry and academia. The increasing popularity in the use of IoT devices for criminal activities means that there is a maturing discipline and industry around IoT forensics. As technology becomes cheaper and easier to deploy in an increased number of discrete, everyday objects, scope for the automated creation of personalised digital footprints becomes greater. Devices which are presently included within the Internet of Things (IoT) umbrella have a massive potential to enable and shape the way that humans interact and achieve objectives. These also forge a trail of data that can be used to triangulate and identify individuals and their actions. As such, interest and developments in autonomous vehicles, unmanned drones and 'smart' home appliances are creating unprecedented opportunities for the research communities to investigate the production and evaluation of evidence through the discipline of digital forensics.

This book is focused on the use of deep learning (DL) and artificial intelligence (AI) as tools to advance the fields of malware detection and analysis. The individual chapters of the book deal with a wide variety of state-of-the-art AI and DL techniques, which are applied to a number of challenging malware-related problems. DL and AI based approaches to malware detection and analysis are largely data driven and hence minimal expert domain knowledge of malware is needed. This book fills a gap between the emerging fields of DL/AI and malware analysis. It covers a broad range of modern and practical DL and AI techniques, including frameworks and development tools enabling the audience to innovate with cutting-edge research advancements in a multitude of malware (and closely related) use cases.

An edge-of-your-seat psychological thriller from the acclaimed author of Every Line of You - A Good Girl's Guide to Murder meets virtual reality ... 'A pacy, intelligent novel that will have readers racing to get to the final page.' THE BOOKSELLER 'A pixelated whirlwind of a ride through the darkest secrets of the human mind, explored through the lens of virtual reality gaming!' LEE NEWBERY, AUTHOR OF THE LAST FIREFOX Lola's been selected to play a new virtual reality game - Better Than Life. In her game, she's loved. Is beautiful. Can do whatever she wants. But she quickly breaks the one rule: not to recreate people or places from real life. She recreates her house and a boy she fancies. Soon she's skipping school to play. But Lola has secrets - dark ones that begin to surface inside her game - and the more she tries to fix her problems, the more she overlooks a much bigger threat ... An original, high-concept psychological thriller - Holly Jackson meets VR horror Set in an exclusive boarding school, this rollercoaster ride of a story involves an unreliable narrator,immersive gaming, a dark secret and a huge twist Perfect for fans of Cynthia Murphy and Kathryn Foxfield PRAISE FOR EVERY LINE OF YOU: 'What a debut. So tense - and it didn't lead where I thought it was going.' SUE WALLMAN, author of YOUR TURN TO DIE 'Frankenstein meets Heathers. Bonnie and Clyde for the digital age, Every Line of You is a gripping thriller about the power of AI and a fresh twist on the intensity of first love.' AMY MCCAW, author of MINA AND THE UNDEAD

Digital forensics deals with the acquisition, preservation, examination, analysis and presentation of electronic evidence. Computer networks, cloud computing, smartphones, embedded devices and the Internet of Things have expanded the role of digital forensics beyond traditional computer crime investigations. Practically every crime now involves some aspect of digital evidence; digital forensics provides the techniques and tools to articulate this evidence in legal proceedings. Digital forensics also has myriad intelligence applications; furthermore, it has a vital role in cyber security -- investigations of security breaches yield valuable information that can be used to design more secure and resilient systems. Advances in Digital Forensics XVI describes original research results and innovative applications in the discipline of digital forensics. In addition, it highlights some of the major technical and legal issues related to digital evidence and electronic crime investigations. The areas of coverage include: themes and issues, forensic techniques, filesystem forensics, cloud forensics, social media forensics, multimedia forensics, and novel applications. This book is the sixteenth volume in the annual series produced by the International Federation for Information Processing (IFIP) Working Group 11.9 on Digital Forensics, an international community of scientists, engineers and practitioners dedicated to advancing the state of the art of research and practice in digital forensics. The book contains a selection of sixteen edited papers from the Sixteenth Annual IFIP WG 11.9 International Conference on Digital Forensics, held in New Delhi, India, in the winter of 2020. Advances in Digital Forensics XVI is an important resource for researchers, faculty members and graduate students, as well as for practitioners and individuals engaged in research and development efforts for the law enforcement and intelligence communities.

This two-volume set LNICST 398 and 399 constitutes the post-conference proceedings of the 17th International Conference on Security and Privacy in Communication Networks, SecureComm 2021, held in September 2021. Due to COVID-19 pandemic the conference was held virtually. The 56 full papers were carefully reviewed and selected from 143 submissions. The papers focus on the latest scientific research results in security and privacy in wired, mobile, hybrid and ad hoc networks, in IoT technologies, in cyber-physical systems, in next-generation communication systems in web and systems security and in pervasive and ubiquitous computing.

Cyber attacks and IT breakdowns threaten every organization. The incidents accumulate and often form the prelude to complex, existence-threatening crises. This book helps not only to manage them, but also to prepare for and prevent cyber crises. Structured in a practical manner, it is ideally suited for crisis team members, communicators, security, IT and data protection experts on a day-to-day basis. With numerous illustrations and checklists.This book is a translation of the original German 1st edition Cyber Crisis Management by Holger Kaschner, published by Springer Fachmedien Wiesbaden GmbH, part of Springer Nature in 2020. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation. Springer Nature works continuously to further the development of tools for the production of books and on the related technologies to support the authors.

This book constitutes the proceedings of the 18th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment, DIMVA 2021, held virtually in July 2021.The 18 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 65 submissions. DIMVA serves as a premier forum for advancing the state of the art in intrusion detection, malware detection, and vulnerability assessment. Each year, DIMVA brings together international experts from academia, industry, and government to present and discuss novel research in these areas. Chapter "SPECULARIZER: Detecting Speculative Execution Attacks via Performance Tracing" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

This book constitutes the proceedings of the 7th International Workshop on Graphical Models for Security, GramSec 2020, which took place on June 22, 2020. The workshop was planned to take place in Boston, MA, USA but changed to a virtual format due to the COVID-19 pandemic. The 7 full and 3 short papers presented in this volume were carefully reviewed and selected from 14 submissions. The papers were organized in topical sections named: attack trees; attacks and risks modelling and visualization; and models for reasoning about security.

This book constitutes the refereed post-conference proceedings of the Second International Workshop on Model-Driven Simulation and Training Environments for Cybersecurity, MSTEC 2020, held in Guildford, UK, in September 2020 in conjunction with the 24th European Symposium on Research in Computer Security, ESORICS 2020. The conference was held virtually due to the COVID-19 pandemic. The MSTEC Workshop received 20 submissions from which 10 full papers were selected for presentation. The papers are grouped in thematically on: cyber security training modelling; serious games; emulation & simulation studies; attacks; security policies.

This book constitutes the proceedings of the 4th International Conference on Computational Intelligence, Cyber Security, and Computational Models, ICC3 2019, which was held in Coimbatore, India, in December 2019. The 9 papers presented in this volume were carefully reviewed and selected from 38 submissions. They were organized in topical sections named: computational intelligence; cyber security; and computational models.

This book constitutes selected papers from the First International Workshop on Deployable Machine Learning for Security Defense, MLHat 2020, held in August 2020. Due to the COVID-19 pandemic the conference was held online. The 8 full papers were thoroughly reviewed and selected from 13 qualified submissions. The papers are organized in the following topical sections: understanding the adversaries; adversarial ML for better security; threats on networks.

Dependence on computers has had a transformative effect on human society. Cybernetics is now woven into the core functions of virtually every basic institution, including our oldest ones. War is one such institution, and the digital revolution's impact on it has been profound. The American military, which has no peer, is almost completely reliant on high-tech computer systems. Given the Internet's potential for full-spectrum surveillance and information disruption, the marshaling of computer networks represents the next stage of cyberwar. Indeed, it is upon us already. The recent Stuxnet episode, in which Israel fed a malignant computer virus into Iran's nuclear facilities, is one such example. Penetration into US government computer systems by Chinese hackers-presumably sponsored by the Chinese government-is another. Together, they point to a new era in the evolution of human conflict. In Cybersecurity: What Everyone Needs to Know, noted experts Peter W. Singer and Allan Friedman lay out how the revolution in military cybernetics occurred and explain where it is headed. They begin with an explanation of what cyberspace is before moving on to discussions of how it can be exploited and why it is so hard to defend. Throughout, they discuss the latest developments in military and security technology. Singer and Friedman close with a discussion of how people and governments can protect themselves. In sum, Cybersecurity is the definitive account on the subject for the educated layman who wants to know more about the nature of war, conflict, and security in the twenty first century.

Using the exploits of three international hackers, Cyberpunk provides a fascinating tour of a bizarre subculture populated by outlaws who penetrate even the most sensitive computer networks and wreak havoc on the information they find -- everything from bank accounts to military secrets. In a book filled with as much adventure as any Ludlum novel, the authors show what motivates these young hackers to access systems, how they learn to break in, and how little can be done to stop them.

Digital forensics deals with the acquisition, preservation, examination, analysis and presentation of electronic evidence. Computer networks, cloud computing, smartphones, embedded devices and the Internet of Things have expanded the role of digital forensics beyond traditional computer crime investigations. Practically every crime now involves some aspect of digital evidence; digital forensics provides the techniques and tools to articulate this evidence in legal proceedings. Digital forensics also has myriad intelligence applications; furthermore, it has a vital role in cyber security -- investigations of security breaches yield valuable information that can be used to design more secure and resilient systems. Advances in Digital Forensics XV describes original research results and innovative applications in the discipline of digital forensics. In addition, it highlights some of the major technical and legal issues related to digital evidence and electronic crime investigations. The areas of coverage include: forensic models, mobile and embedded device forensics, filesystem forensics, image forensics, and forensic techniques. This book is the fifteenth volume in the annual series produced by the International Federation for Information Processing (IFIP) Working Group 11.9 on Digital Forensics, an international community of scientists, engineers and practitioners dedicated to advancing the state of the art of research and practice in digital forensics. The book contains a selection of fourteen edited papers from the Fifteenth Annual IFIP WG 11.9 International Conference on Digital Forensics, held in Orlando, Florida, USA in the winter of 2019. Advances in Digital Forensics XV is an important resource for researchers, faculty members and graduate students, as well as for practitioners and individuals engaged in research and development efforts for the law enforcement and intelligence communities.