Malware Analysis And Intrusion Detection In Cyber Physical Systems

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Malware Analysis and Intrusion Detection in Cyber-Physical Systems

Shiva Darshan, S.L.,Manoj Kumar, M.V.,Prashanth, B.S.,Vishnu Srinivasa Murthy, Y.
Malware Analysis and Intrusion Detection in Cyber Physical Systems Book PDF

Author : Shiva Darshan, S.L.,Manoj Kumar, M.V.,Prashanth, B.S.,Vishnu Srinivasa Murthy, Y.
Publisher : IGI Global
Page : 451 pages
File Size : 49,8 Mb
Release : 2023-09-26
Category : Computers
ISBN : 9781668486689

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Malware Analysis and Intrusion Detection in Cyber-Physical Systems by Shiva Darshan, S.L.,Manoj Kumar, M.V.,Prashanth, B.S.,Vishnu Srinivasa Murthy, Y. Pdf

Many static and behavior-based malware detection methods have been developed to address malware and other cyber threats. Even though these cybersecurity systems offer good outcomes in a large dataset, they lack reliability and robustness in terms of detection. There is a critical need for relevant research on enhancing AI-based cybersecurity solutions such as malware detection and malicious behavior identification. Malware Analysis and Intrusion Detection in Cyber-Physical Systems focuses on dynamic malware analysis and its time sequence output of observed activity, including advanced machine learning and AI-based malware detection and categorization tasks in real time. Covering topics such as intrusion detection systems, low-cost manufacturing, and surveillance robots, this premier reference source is essential for cyber security professionals, computer scientists, students and educators of higher education, researchers, and academicians.

Security of Cyber-Physical Systems

Hadis Karimipour,Pirathayini Srikantha,Hany Farag,Jin Wei-Kocsis
Security of Cyber Physical Systems Book PDF

Author : Hadis Karimipour,Pirathayini Srikantha,Hany Farag,Jin Wei-Kocsis
Publisher : Springer Nature
Page : 328 pages
File Size : 55,7 Mb
Release : 2020-07-23
Category : Computers
ISBN : 9783030455415

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Security of Cyber-Physical Systems by Hadis Karimipour,Pirathayini Srikantha,Hany Farag,Jin Wei-Kocsis Pdf

This book presents a comprehensive overview of security issues in Cyber Physical Systems (CPSs), by analyzing the issues and vulnerabilities in CPSs and examining state of the art security measures. Furthermore, this book proposes various defense strategies including intelligent attack and anomaly detection algorithms. Today’s technology is continually evolving towards interconnectivity among devices. This interconnectivity phenomenon is often referred to as Internet of Things (IoT). IoT technology is used to enhance the performance of systems in many applications. This integration of physical and cyber components within a system is associated with many benefits; these systems are often referred to as Cyber Physical Systems (CPSs). The CPSs and IoT technologies are used in many industries critical to our daily lives. CPSs have the potential to reduce costs, enhance mobility and independence of patients, and reach the body using minimally invasive techniques. Although this interconnectivity of devices can pave the road for immense advancement in technology and automation, the integration of network components into any system increases its vulnerability to cyber threats. Using internet networks to connect devices together creates access points for adversaries. Considering the critical applications of some of these devices, adversaries have the potential of exploiting sensitive data and interrupting the functionality of critical infrastructure. Practitioners working in system security, cyber security & security and privacy will find this book valuable as a reference. Researchers and scientists concentrating on computer systems, large-scale complex systems, and artificial intelligence will also find this book useful as a reference.

Recent Advances in Security, Privacy, and Trust for Internet of Things (IoT) and Cyber-Physical Systems (CPS)

Kuan-Ching Li,Brij B. Gupta
Recent Advances in Security Privacy and Trust for Internet of Things IoT and Cyber Physical Systems CPS Book PDF

Author : Kuan-Ching Li,Brij B. Gupta
Publisher : CRC Press
Page : 347 pages
File Size : 45,5 Mb
Release : 2020-12-17
Category : Computers
ISBN : 9781000326178

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Recent Advances in Security, Privacy, and Trust for Internet of Things (IoT) and Cyber-Physical Systems (CPS) by Kuan-Ching Li,Brij B. Gupta Pdf

Security, privacy, and trust in the Internet of Things (IoT) and CPS (Cyber-Physical Systems) are different from conventional security as concerns revolve around the collection and aggregation of data or transmission of data over the network. Analysis of cyber-attack vectors and the provision of appropriate mitigation techniques are essential research areas for these systems. Adoption of best practices and maintaining a balance between ease of use and security are, again, crucial for the effective performance of these systems. Recent Advances in Security, Privacy and Trust for Internet of Things (IoT) and Cyber-Physical Systems (CPS) discusses and presents techniques and methodologies, as well as a wide range of examples and illustrations, to effectively show the principles, algorithms, challenges, and applications of security, privacy, and trust for IoT and CPS. Book features: Introduces new directions for research, development, and engineering security, privacy, and trust of IoT and CPS Includes a wealth of examples and illustrations to effectively demonstrate the principles, algorithms, challenges, and applications Covers most of the important security aspects and current trends not present in other reference books This book will also serve as an excellent reference in security, privacy, and trust of IoT and CPS for professionals in this fast-evolving and critical field. The chapters present high-quality contributions from researchers, academics, and practitioners from various national and international organizations and universities.

Security in Cyber-Physical Systems

Ali Ismail Awad,Steven Furnell,Marcin Paprzycki,Sudhir Kumar Sharma
Security in Cyber Physical Systems Book PDF

Author : Ali Ismail Awad,Steven Furnell,Marcin Paprzycki,Sudhir Kumar Sharma
Publisher : Springer Nature
Page : 323 pages
File Size : 50,5 Mb
Release : 2021-03-05
Category : Technology & Engineering
ISBN : 9783030673611

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Security in Cyber-Physical Systems by Ali Ismail Awad,Steven Furnell,Marcin Paprzycki,Sudhir Kumar Sharma Pdf

This book is a relevant reference for any readers interested in the security aspects of Cyber-Physical Systems and particularly useful for those looking to keep informed on the latest advances in this dynamic area. Cyber-Physical Systems (CPSs) are characterized by the intrinsic combination of software and physical components. Inherent elements often include wired or wireless data communication, sensor devices, real-time operation and automated control of physical elements. Typical examples of associated application areas include industrial control systems, smart grids, autonomous vehicles and avionics, medial monitoring and robotics. The incarnation of the CPSs can therefore range from considering individual Internet-of-Things devices through to large-scale infrastructures. Presented across ten chapters authored by international researchers in the field from both academia and industry, this book offers a series of high-quality contributions that collectively address and analyze the state of the art in the security of Cyber-Physical Systems and related technologies. The chapters themselves include an effective mix of theory and applied content, supporting an understanding of the underlying security issues in the CPSs domain, alongside related coverage of the technological advances and solutions proposed to address them. The chapters comprising the later portion of the book are specifically focused upon a series of case examples, evidencing how the protection concepts can translate into practical application.

Detection of Intrusions and Malware, and Vulnerability Assessment

Michalis Polychronakis,Michael Meier
Detection of Intrusions and Malware and Vulnerability Assessment Book PDF

Author : Michalis Polychronakis,Michael Meier
Publisher : Springer
Page : 414 pages
File Size : 44,9 Mb
Release : 2017-06-27
Category : Computers
ISBN : 9783319608761

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Detection of Intrusions and Malware, and Vulnerability Assessment by Michalis Polychronakis,Michael Meier Pdf

This book constitutes the refereed proceedings of the 14th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment, DIMVA 2017, held in Bonn, Germany, in July 2017. The 18 revised full papers included in this book were carefully reviewed and selected from 67 submissions. They present topics such as enclaves and isolation; malware analysis; cyber-physical systems; detection and protection; code analysis; and web security.

Cyber Security Policies and Strategies of the World's Leading States

Chitadze, Nika
Cyber Security Policies and Strategies of the World s Leading States Book PDF

Author : Chitadze, Nika
Publisher : IGI Global
Page : 315 pages
File Size : 42,9 Mb
Release : 2023-10-11
Category : Computers
ISBN : 9781668488478

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Cyber Security Policies and Strategies of the World's Leading States by Chitadze, Nika Pdf

Cyber-attacks significantly impact all sectors of the economy, reduce public confidence in e-services, and threaten the development of the economy using information and communication technologies. The security of information systems and electronic services is crucial to each citizen's social and economic well-being, health, and life. As cyber threats continue to grow, developing, introducing, and improving defense mechanisms becomes an important issue. Cyber Security Policies and Strategies of the World's Leading States is a comprehensive book that analyzes the impact of cyberwarfare on world politics, political conflicts, and the identification of new types of threats. It establishes a definition of civil cyberwarfare and explores its impact on political processes. This book is essential for government officials, academics, researchers, non-government organization (NGO) representatives, mass-media representatives, business sector representatives, and students interested in cyber warfare, cyber security, information security, defense and security, and world political issues. With its comprehensive coverage of cyber security policies and strategies of the world's leading states, it is a valuable resource for those seeking to understand the evolving landscape of cyber security and its impact on global politics. It provides methods to identify, prevent, reduce, and eliminate existing threats through a comprehensive understanding of cyber security policies and strategies used by leading countries worldwide.

Artificial Intelligence Paradigms for Smart Cyber-Physical Systems

Luhach, Ashish Kumar,Elçi, Atilla
Artificial Intelligence Paradigms for Smart Cyber Physical Systems Book PDF

Author : Luhach, Ashish Kumar,Elçi, Atilla
Publisher : IGI Global
Page : 392 pages
File Size : 42,7 Mb
Release : 2020-11-13
Category : Computers
ISBN : 9781799851028

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Artificial Intelligence Paradigms for Smart Cyber-Physical Systems by Luhach, Ashish Kumar,Elçi, Atilla Pdf

Cyber-physical systems (CPS) have emerged as a unifying name for systems where cyber parts (i.e., the computing and communication parts) and physical parts are tightly integrated, both in design and during operation. Such systems use computations and communication deeply embedded in and interacting with human physical processes as well as augmenting existing and adding new capabilities. As such, CPS is an integration of computation, networking, and physical processes. Embedded computers and networks monitor and control the physical processes, with feedback loops where physical processes affect computations and vice versa. The economic and societal potential of such systems is vastly greater than what has been realized, and major investments are being made worldwide to develop the technology. Artificial Intelligence Paradigms for Smart Cyber-Physical Systems focuses on the recent advances in Artificial intelligence-based approaches towards affecting secure cyber-physical systems. This book presents investigations on state-of-the-art research issues, applications, and achievements in the field of computational intelligence paradigms for CPS. Covering topics that include autonomous systems, access control, machine learning, and intrusion detection and prevention systems, this book is ideally designed for engineers, industry professionals, practitioners, scientists, managers, students, academicians, and researchers seeking current research on artificial intelligence and cyber-physical systems.

Cyber Physical Systems - Advances and Applications

Anitha Kumari K.,Avinash Sharma
Cyber Physical Systems Advances and Applications Book PDF

Author : Anitha Kumari K.,Avinash Sharma
Publisher : Bentham Science Publishers
Page : 211 pages
File Size : 52,6 Mb
Release : 2024-05-10
Category : Computers
ISBN : 9789815223293

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Cyber Physical Systems - Advances and Applications by Anitha Kumari K.,Avinash Sharma Pdf

The book gives a comprehensive overview of the evolving landscape of cyber-physical systems (CPS) with a primary focus on security challenges and innovative solutions. CPS, encompassing a wide array of applications from e-Health to smart grid and industry automation, is explored in depth through eight edited reviews. The book starts with an exploration of various threat detection and prevention techniques in IoT environments, followed by discussions on security in smart grid cyber-physical systems, and the integration of cyber-physical systems with game theory. It also covers important topics such as cyber-physical systems in healthcare, augmented reality challenges, network and computer forensic frameworks, and a review of industrial critical infrastructure perspectives. The journey from traditional data warehouses to data lakes is thoroughly examined, shedding light on the evolution of data storage methods. The final chapter explains intrusion detection in industrial critical infrastructure, reviewing feature selection and classification models. By navigating through these topics, the book equips readers with a comprehensive understanding of cybersecurity challenges and solutions in an era of automation and IoT technologies. This book is intended for a diverse readership, including professionals, researchers, and technology enthusiasts keen on exploring the intricacies of CPS, IoT security, data storage evolution, and industrial infrastructure protection. Key Features: -Analytical insights into cyber-physical systems security. -Thorough exploration of threat detection and prevention techniques. -Application-focused chapters covering smart grid, healthcare, and more. -Integration of game theory and augmented reality in cyber-physical systems. -Comprehensive overview on network and computer forensic frameworks.

Strengthening Industrial Cybersecurity to Protect Business Intelligence

Saeed, Saqib,Azizi, Neda,Tahir, Shahzaib,Ahmad, Munir,Almuhaideb, Abdullah M.
Strengthening Industrial Cybersecurity to Protect Business Intelligence Book PDF

Author : Saeed, Saqib,Azizi, Neda,Tahir, Shahzaib,Ahmad, Munir,Almuhaideb, Abdullah M.
Publisher : IGI Global
Page : 392 pages
File Size : 40,8 Mb
Release : 2024-02-14
Category : Computers
ISBN : 9798369308400

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Strengthening Industrial Cybersecurity to Protect Business Intelligence by Saeed, Saqib,Azizi, Neda,Tahir, Shahzaib,Ahmad, Munir,Almuhaideb, Abdullah M. Pdf

In the digital transformation era, integrating business intelligence and data analytics has become critical for the growth and sustainability of industrial organizations. However, with this technological evolution comes the pressing need for robust cybersecurity measures to safeguard valuable business intelligence from security threats. Strengthening Industrial Cybersecurity to Protect Business Intelligence delves into the theoretical foundations and empirical studies surrounding the intersection of business intelligence and cybersecurity within various industrial domains. This book addresses the importance of cybersecurity controls in mitigating financial losses and reputational damage caused by cyber-attacks. The content spans a spectrum of topics, including advances in business intelligence, the role of artificial intelligence in various business applications, and the integration of intelligent systems across industry 5.0. Ideal for academics in information systems, cybersecurity, and organizational science, as well as government officials and organizations, this book serves as a vital resource for understanding the intricate relationship between business intelligence and cybersecurity. It is equally beneficial for students seeking insights into the security implications of digital transformation processes for achieving business continuity.

Applying Artificial Intelligence in Cybersecurity Analytics and Cyber Threat Detection

Shilpa Mahajan,Mehak Khurana,Vania Vieira Estrela
Applying Artificial Intelligence in Cybersecurity Analytics and Cyber Threat Detection Book PDF

Author : Shilpa Mahajan,Mehak Khurana,Vania Vieira Estrela
Publisher : John Wiley & Sons
Page : 373 pages
File Size : 46,9 Mb
Release : 2024-06-12
Category : Computers
ISBN : 9781394196449

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Applying Artificial Intelligence in Cybersecurity Analytics and Cyber Threat Detection by Shilpa Mahajan,Mehak Khurana,Vania Vieira Estrela Pdf

Comprehensive resource providing strategic defense mechanisms for malware, handling cybercrime, and identifying loopholes using artificial intelligence (AI) and machine learning (ML) Applying Artificial Intelligence in Cyber Security Analytics and Cyber Threat Detection is a comprehensive look at state-of-the-art theory and practical guidelines pertaining to the subject, showcasing recent innovations, emerging trends, and concerns as well as applied challenges encountered, and solutions adopted in the fields of cybersecurity using analytics and machine learning. The text clearly explains theoretical aspects, framework, system architecture, analysis and design, implementation, validation, and tools and techniques of data science and machine learning to detect and prevent cyber threats. Using AI and ML approaches, the book offers strategic defense mechanisms for addressing malware, cybercrime, and system vulnerabilities. It also provides tools and techniques that can be applied by professional analysts to safely analyze, debug, and disassemble any malicious software they encounter. With contributions from qualified authors with significant experience in the field, Applying Artificial Intelligence in Cyber Security Analytics and Cyber Threat Detection explores topics such as: Cybersecurity tools originating from computational statistics literature and pure mathematics, such as nonparametric probability density estimation, graph-based manifold learning, and topological data analysis Applications of AI to penetration testing, malware, data privacy, intrusion detection system (IDS), and social engineering How AI automation addresses various security challenges in daily workflows and how to perform automated analyses to proactively mitigate threats Offensive technologies grouped together and analyzed at a higher level from both an offensive and defensive standpoint Providing detailed coverage of a rapidly expanding field, Applying Artificial Intelligence in Cyber Security Analytics and Cyber Threat Detection is an essential resource for a wide variety of researchers, scientists, and professionals involved in fields that intersect with cybersecurity, artificial intelligence, and machine learning.

Securing Cyber-Physical Systems

Al-Sakib Khan Pathan
Securing Cyber Physical Systems Book PDF

Author : Al-Sakib Khan Pathan
Publisher : CRC Press
Page : 430 pages
File Size : 46,7 Mb
Release : 2015-10-06
Category : Computers
ISBN : 9781498700993

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Securing Cyber-Physical Systems by Al-Sakib Khan Pathan Pdf

Think about someone taking control of your car while you're driving. Or, someone hacking into a drone and taking control. Both of these things have been done, and both are attacks against cyber-physical systems (CPS). Securing Cyber-Physical Systems explores the cybersecurity needed for CPS, with a focus on results of research and real-world deploy

Emerging Technologies for Securing the Cloud and IoT

Ahmed Nacer, Amina,Abdmeziem, Mohammed Riyadh
Emerging Technologies for Securing the Cloud and IoT Book PDF

Author : Ahmed Nacer, Amina,Abdmeziem, Mohammed Riyadh
Publisher : IGI Global
Page : 385 pages
File Size : 44,8 Mb
Release : 2024-04-01
Category : Computers
ISBN : 9798369307670

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Emerging Technologies for Securing the Cloud and IoT by Ahmed Nacer, Amina,Abdmeziem, Mohammed Riyadh Pdf

In an age defined by the transformative ascent of cloud computing and the Internet of Things (IoT), our technological landscape has undergone a revolutionary evolution, enhancing convenience and connectivity in unprecedented ways. This convergence, while redefining how we interact with data and devices, has also brought to the forefront a pressing concern – the susceptibility of these systems to security breaches. As cloud services integrate further into our daily lives and the IoT saturates every aspect of our routines, the looming potential for cyberattacks and data breaches necessitates immediate and robust solutions to fortify the protection of sensitive information, ensuring the privacy and integrity of individuals, organizations, and critical infrastructure. Emerging Technologies for Securing the Cloud and IoT emerges as a comprehensive and timely solution to address the multifaceted security challenges posed by these groundbreaking technologies. Edited by Amina Ahmed Nacer from the University of Lorraine, France, and Mohammed Riyadh Abdmeziem from Ecole Nationale Supérieur d’Informatique, Algeria, this book serves as an invaluable guide for both academic scholars and industry experts. Its content delves deeply into the intricate web of security concerns, elucidating the potential ramifications of unaddressed vulnerabilities within cloud and IoT systems. With a pragmatic focus on real-world applications, the book beckons authors to explore themes like security frameworks, integration of AI and machine learning, data safeguarding, threat modeling, and more. Authored by esteemed researchers, practitioners, and luminaries, each chapter bridges the divide between theory and implementation, aiming to be an authoritative reference empowering readers to adeptly navigate the complexities of securing cloud-based IoT systems. A crucial resource for scholars, students, professionals, and policymakers striving to comprehend, confront, and surmount contemporary and future security challenges, this book stands as the quintessential guide for ushering in an era of secure technological advancement.

Intelligent Cyber-Physical Systems Security for Industry 4.0

Jyoti Sekhar Banerjee,Siddhartha Bhattacharyya,Ahmed J Obaid,Wei-Chang Yeh
Intelligent Cyber Physical Systems Security for Industry 4 0 Book PDF

Author : Jyoti Sekhar Banerjee,Siddhartha Bhattacharyya,Ahmed J Obaid,Wei-Chang Yeh
Publisher : CRC Press
Page : 284 pages
File Size : 53,6 Mb
Release : 2022-12-16
Category : Computers
ISBN : 9781000815139

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Intelligent Cyber-Physical Systems Security for Industry 4.0 by Jyoti Sekhar Banerjee,Siddhartha Bhattacharyya,Ahmed J Obaid,Wei-Chang Yeh Pdf

Intelligent Cyber-Physical Systems Security for Industry 4.0: Applications, Challenges and Management presents new cyber-physical security findings for Industry 4.0 using emerging technologies like artificial intelligence (with machine/deep learning), data mining, applied mathematics. All these are the essential components for processing data, recognizing patterns, modeling new techniques, and improving the advantages of data science. Features • Presents an integrated approach with Cyber-Physical Systems, CPS security, and Industry 4.0 in one place • Exposes the necessity of security initiatives, standards, security policies, and procedures in the context of industry 4.0 • Suggests solutions for enhancing the protection of 5G and the Internet of Things (IoT) security • Promotes how optimization or intelligent techniques envisage the role of artificial intelligence-machine/deep learning (AI-ML/DL) in cyberphysical systems security for industry 4.0 This book is primarily aimed at graduates, researchers and professionals working in the field of security. Executives concerned with security management, knowledge dissemination, information, and policy development for data and network security in different educational, government, and non-government organizations will also find this book useful.

Artificial Intelligence for Cyber-Physical Systems Hardening

Issa Traore,Isaac Woungang,Sherif Saad
Artificial Intelligence for Cyber Physical Systems Hardening Book PDF

Author : Issa Traore,Isaac Woungang,Sherif Saad
Publisher : Springer Nature
Page : 241 pages
File Size : 43,6 Mb
Release : 2022-11-23
Category : Technology & Engineering
ISBN : 9783031162374

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Artificial Intelligence for Cyber-Physical Systems Hardening by Issa Traore,Isaac Woungang,Sherif Saad Pdf

This book presents advances in security assurance for cyber-physical systems (CPS) and report on new machine learning (ML) and artificial intelligence (AI) approaches and technologies developed by the research community and the industry to address the challenges faced by this emerging field. Cyber-physical systems bridge the divide between cyber and physical-mechanical systems by combining seamlessly software systems, sensors, and actuators connected over computer networks. Through these sensors, data about the physical world can be captured and used for smart autonomous decision-making. This book introduces fundamental AI/ML principles and concepts applied in developing secure and trustworthy CPS, disseminates recent research and development efforts in this fascinating area, and presents relevant case studies, examples, and datasets. We believe that it is a valuable reference for students, instructors, researchers, industry practitioners, and related government agencies staff.

Cyber-Physical Systems Security

Çetin Kaya Koç
Cyber Physical Systems Security Book PDF

Author : Çetin Kaya Koç
Publisher : Springer
Page : 344 pages
File Size : 44,8 Mb
Release : 2018-12-06
Category : Computers
ISBN : 9783319989358

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Cyber-Physical Systems Security by Çetin Kaya Koç Pdf

The chapters in this book present the work of researchers, scientists, engineers, and teachers engaged with developing unified foundations, principles, and technologies for cyber-physical security. They adopt a multidisciplinary approach to solving related problems in next-generation systems, representing views from academia, government bodies, and industrial partners, and their contributions discuss current work on modeling, analyzing, and understanding cyber-physical systems.