The Fusion Of Artificial Intelligence And Soft Computing Techniques For Cybersecurity

Author : M. A. Jabbar,Sanju Tiwari,Subhendu Kumar Pani,Stephen Huang
Publisher : CRC Press
Page : 269 pages
File Size : 43,8 Mb
Release : 2024-06-28
Category : Computers
ISBN : 9781000925449

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The Fusion of Artificial Intelligence and Soft Computing Techniques for Cybersecurity by M. A. Jabbar,Sanju Tiwari,Subhendu Kumar Pani,Stephen Huang Pdf

With the ever-increasing threat of cyber-attacks, especially as the COVID-19 pandemic helped to ramp up the use of digital communications technology, there is a continued need to find new ways to maintain and improve cybersecurity. This new volume investigates the advances in artificial intelligence and soft computing techniques in cybersecurity. It specifically looks at cybersecurity during the COVID-19 pandemic, the use of cybersecurity for cloud intelligent systems, applications of cybersecurity techniques for web applications, and cybersecurity for cyber-physical systems. A diverse array of technologies and techniques are explored for cybersecurity applications, such as the Internet of Things, edge computing, cloud computing, artificial intelligence, soft computing, machine learning, cross-site scripting in web-based services, neural gas (GNG) clustering technique, and more.

Author : Uma N. Dulhare,A. V. Senthil Kumar,Amit Dutta,Seddik Bri,Ibrahiem M. M. El Emary
Publisher : CRC Press
Page : 493 pages
File Size : 52,9 Mb
Release : 2024-01-02
Category : Technology & Engineering
ISBN : 9781000844276

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Handbook of Research on Artificial Intelligence and Soft Computing Techniques in Personalized Healthcare Services by Uma N. Dulhare,A. V. Senthil Kumar,Amit Dutta,Seddik Bri,Ibrahiem M. M. El Emary Pdf

This volume demonstrates the diverse state-of-the-art applications that combine artificial intelligence with soft computing, which has great potential for creating smart personalized healthcare services. The book showcases the myriad uses of AI and computer techniques in healthcare that employ deep learning, robotics, machine learning, blockchain, emerging cloud, edge computing, Practical Byzantine Fault Tolerance consensus, CNN architecture, Splunk, genetic algorithms (GA), DurBhashan, and many more. These technologies can be used in healthcare for enhanced data sharing, remote health monitoring, tele-rehabilitation, connecting rural populations with healthcare services, identifying diseases and health issues, automated medical diagnosis, analyzing information in surgical videos, ensuring timely communication and transportation during health disasters and emergencies, for optimizing expenditures, and more.

Author : Mark Stamp,Corrado Aaron Visaggio,Francesco Mercaldo,Fabio Di Troia
Publisher : Springer Nature
Page : 388 pages
File Size : 49,8 Mb
Release : 2022-07-15
Category : Computers
ISBN : 9783030970871

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Artificial Intelligence for Cybersecurity by Mark Stamp,Corrado Aaron Visaggio,Francesco Mercaldo,Fabio Di Troia Pdf

This book explores new and novel applications of machine learning, deep learning, and artificial intelligence that are related to major challenges in the field of cybersecurity. The provided research goes beyond simply applying AI techniques to datasets and instead delves into deeper issues that arise at the interface between deep learning and cybersecurity. This book also provides insight into the difficult "how" and "why" questions that arise in AI within the security domain. For example, this book includes chapters covering "explainable AI", "adversarial learning", "resilient AI", and a wide variety of related topics. It’s not limited to any specific cybersecurity subtopics and the chapters touch upon a wide range of cybersecurity domains, ranging from malware to biometrics and more. Researchers and advanced level students working and studying in the fields of cybersecurity (equivalently, information security) or artificial intelligence (including deep learning, machine learning, big data, and related fields) will want to purchase this book as a reference. Practitioners working within these fields will also be interested in purchasing this book.

Author : National Academies of Sciences, Engineering, and Medicine,Division on Engineering and Physical Sciences,Intelligence Community Studies Board,Computer Science and Telecommunications Board
Publisher : National Academies Press
Page : 99 pages
File Size : 47,9 Mb
Release : 2020-01-27
Category : Computers
ISBN : 9780309494502

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Implications of Artificial Intelligence for Cybersecurity by National Academies of Sciences, Engineering, and Medicine,Division on Engineering and Physical Sciences,Intelligence Community Studies Board,Computer Science and Telecommunications Board Pdf

In recent years, interest and progress in the area of artificial intelligence (AI) and machine learning (ML) have boomed, with new applications vigorously pursued across many sectors. At the same time, the computing and communications technologies on which we have come to rely present serious security concerns: cyberattacks have escalated in number, frequency, and impact, drawing increased attention to the vulnerabilities of cyber systems and the need to increase their security. In the face of this changing landscape, there is significant concern and interest among policymakers, security practitioners, technologists, researchers, and the public about the potential implications of AI and ML for cybersecurity. The National Academies of Sciences, Engineering, and Medicine convened a workshop on March 12-13, 2019 to discuss and explore these concerns. This publication summarizes the presentations and discussions from the workshop.

Author : Tushar Bhardwaj,Himanshu Upadhyay,Tarun Kumar Sharma,Steven Lawrence Fernandes
Publisher : Springer Nature
Page : 144 pages
File Size : 54,9 Mb
Release : 2023-11-10
Category : Technology & Engineering
ISBN : 9783031285813

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Artificial Intelligence in Cyber Security: Theories and Applications by Tushar Bhardwaj,Himanshu Upadhyay,Tarun Kumar Sharma,Steven Lawrence Fernandes Pdf

This book highlights the applications and theory of artificial intelligence in the domain of cybersecurity. The book proposes new approaches and ideas to present applications of innovative approaches in real-time environments. In the past few decades, there has been an exponential rise in the application of artificial intelligence technologies (such as deep learning, machine learning, blockchain) for solving complex and intricate problems arising in the domain of cybersecurity. The versatility of these techniques has made them a favorite among scientists and researchers working in diverse areas. This book serves as a reference for young scholars, researchers, and industry professionals working in the field of Artificial Intelligence and Cybersecurity.

Author : Shishir Kumar Shandilya,Neal Wagner,V.B. Gupta,Atulya K. Nagar
Publisher : Springer Nature
Page : 194 pages
File Size : 48,7 Mb
Release : 2022-04-26
Category : Technology & Engineering
ISBN : 9783030907082

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Advances in Nature-Inspired Cyber Security and Resilience by Shishir Kumar Shandilya,Neal Wagner,V.B. Gupta,Atulya K. Nagar Pdf

This book presents a comprehensive reference source for dynamic and innovative research in the field of cyber security, focusing on nature-inspired research and applications. The authors present the design and development of future-ready cyber security measures, providing a critical and descriptive examination of all facets of cyber security with a special focus on recent technologies and applications. The book showcases the advanced defensive cyber security mechanism that is a requirement in the industry and highlights measures that provide efficient and fast solutions. The authors explore the potential of AI-based and nature-inspired based computing compatibilities in establishing an adaptive defense mechanism system. The book focuses on current research while highlighting the empirical results along with theoretical concepts to provide a reference for students, researchers, scholars, professionals, and practitioners in the field of cyber security and analytics. This book features contributions from leading scholars from all over the world.

Author : Sanjay Misra,Amit Kumar Tyagi
Publisher : Springer Nature
Page : 467 pages
File Size : 54,6 Mb
Release : 2021-05-31
Category : Technology & Engineering
ISBN : 9783030722364

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Artificial Intelligence for Cyber Security: Methods, Issues and Possible Horizons or Opportunities by Sanjay Misra,Amit Kumar Tyagi Pdf

This book provides stepwise discussion, exhaustive literature review, detailed analysis and discussion, rigorous experimentation results (using several analytics tools), and an application-oriented approach that can be demonstrated with respect to data analytics using artificial intelligence to make systems stronger (i.e., impossible to breach). We can see many serious cyber breaches on Government databases or public profiles at online social networking in the recent decade. Today artificial intelligence or machine learning is redefining every aspect of cyber security. From improving organizations’ ability to anticipate and thwart breaches, protecting the proliferating number of threat surfaces with Zero Trust Security frameworks to making passwords obsolete, AI and machine learning are essential to securing the perimeters of any business. The book is useful for researchers, academics, industry players, data engineers, data scientists, governmental organizations, and non-governmental organizations.

Author : Pardeep Kumar,Ahmed Jabbar Obaid,Korhan Cengiz,Ashish Khanna,Valentina Emilia Balas
Publisher : Springer Nature
Page : 462 pages
File Size : 47,8 Mb
Release : 2021-08-23
Category : Technology & Engineering
ISBN : 9783030766535

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A Fusion of Artificial Intelligence and Internet of Things for Emerging Cyber Systems by Pardeep Kumar,Ahmed Jabbar Obaid,Korhan Cengiz,Ashish Khanna,Valentina Emilia Balas Pdf

This book aims at offering a unique collection of ideas and experiences mainly focusing on the main streams and merger of Artificial Intelligence (AI) and the Internet of Things (IoT) for a wide slice of the communication and networking community. In the era when the world is grappling with many unforeseen challenges, scientists and researchers are envisioning smart cyber systems that guarantee sustainable development for a better human life. The main contributors that destined to play a huge role in developing such systems, among others, are AI and IoT. While AI provides intelligence to machines and data by identifying patterns, developing predictions, and detecting anomalies, IoT performs as a nerve system by connecting a huge number of machines and capturing an enormous amount of data. AI-enabled IoT, therefore, redefines the way industries, businesses, and economies function with increased automation and efficiency and reduced human interaction and costs. This book is an attempt to publish innovative ideas, emerging trends, implementation experience, and use-cases pertaining to the merger of AI and IoT. The primary market of this book is centered around students, researchers, academicians, industrialists, entrepreneurs, and professionals working in electrical/computer engineering, IT, telecom/electronic engineering, and related fields. The secondary market of this book is related to individuals working in the fields such as finance, management, mathematics, physics, environment, mechatronics, and the automation industry.

Author : Hamid Jahankhani,Stefan Kendzierskyj,Nishan Chelvachandran,Jaime Ibarra
Publisher : Springer Nature
Page : 445 pages
File Size : 46,8 Mb
Release : 2020-04-06
Category : Computers
ISBN : 9783030357467

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Cyber Defence in the Age of AI, Smart Societies and Augmented Humanity by Hamid Jahankhani,Stefan Kendzierskyj,Nishan Chelvachandran,Jaime Ibarra Pdf

This publication highlights the fast-moving technological advancement and infiltration of Artificial Intelligence into society. Concepts of evolution of society through interconnectivity are explored, together with how the fusion of human and technological interaction leading to Augmented Humanity is fast becoming more than just an endemic phase, but a cultural phase shift to digital societies. It aims to balance both the positive progressive outlooks such developments bring with potential issues that may stem from innovation of this kind, such as the invasive procedures of bio hacking or ethical connotations concerning the usage of digital twins. This publication will also give the reader a good level of understanding on fundamental cyber defence principles, interactions with Critical National Infrastructure (CNI) and the Command, Control, Communications and Intelligence (C3I) decision-making framework. A detailed view of the cyber-attack landscape will be garnered; touching on the tactics, techniques and procedures used, red and blue teaming initiatives, cyber resilience and the protection of larger scale systems. The integration of AI, smart societies, the human-centric approach and Augmented Humanity is discernible in the exponential growth, collection and use of [big] data; concepts woven throughout the diversity of topics covered in this publication; which also discusses the privacy and transparency of data ownership, and the potential dangers of exploitation through social media. As humans are become ever more interconnected, with the prolificacy of smart wearable devices and wearable body area networks, the availability of and abundance of user data and metadata derived from individuals has grown exponentially. The notion of data ownership, privacy and situational awareness are now at the forefront in this new age.

Author : Zheng Xu,Reza M. Parizi,Mohammad Hammoudeh,Octavio Loyola-González
Publisher : Springer Nature
Page : 829 pages
File Size : 50,8 Mb
Release : 2020-03-19
Category : Technology & Engineering
ISBN : 9783030433062

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Cyber Security Intelligence and Analytics by Zheng Xu,Reza M. Parizi,Mohammad Hammoudeh,Octavio Loyola-González Pdf

This book presents the outcomes of the 2020 International Conference on Cyber Security Intelligence and Analytics (CSIA 2020), which was dedicated to promoting novel theoretical and applied research advances in the interdisciplinary field of cyber security, particularly those focusing on threat intelligence, analytics, and preventing cyber crime. The conference provides a forum for presenting and discussing innovative ideas, cutting-edge research findings, and novel techniques, methods, and applications concerning all aspects of cyber security intelligence and analytics. CSIA 2020, which was held in Haikou, China on February 28–29, 2020, built on the previous conference in Wuhu, China (2019), and marks the series’ second successful installment.

Author : Kutub Thakur,Al-Sakib Khan Pathan,Sadia Ismat
Publisher : Springer Nature
Page : 291 pages
File Size : 44,9 Mb
Release : 2023-04-03
Category : Computers
ISBN : 9783031277658

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Emerging ICT Technologies and Cybersecurity by Kutub Thakur,Al-Sakib Khan Pathan,Sadia Ismat Pdf

This book introduces some fundamentals of information and communication technology (ICT) and other current and future technologies that are relevant to the field of cybersecurity. In a digitally connected world, cybersecurity is one of the most important issues today. We have witnessed tremendous advancements over the last two decades in various fields of networking, connectivity, electronics, and the technologies that make use of those platforms and devices. Many emerging technologies are also showing promise for future use in the cybersecurity area. Hence, it is important to understand some basics of the technologies and concepts that are making their impacts today and those which may show stronger influence in the near future. The book begins with an introduction to ICT and its advancements, then talks about Artificial Intelligence (AI), Machine Learning (ML), and Blockchain Technologies. It then goes on to cover wireless technology, Internet of Things (IoT), Distributed Cloud Computing, Quantum Computing, Virtual Reality, and other futuristic technologies that would be directly related to Cyberspace and Cybersecurity. This textbook is written in a step-by-step manner, with easily accessible information for both general readers and experts in the field. It is suitable to be used as a textbook for undergraduate and graduate courses like Computer Networks and Security, Information Security, etc.

Author : Hamid Jahankhani
Publisher : Springer Nature
Page : 329 pages
File Size : 46,6 Mb
Release : 2024-06-17
Category : Electronic
ISBN : 9783031522727

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Cybersecurity and Artificial Intelligence by Hamid Jahankhani Pdf

Author : Sarvesh Tanwar,Sumit Badotra,Ajay Rana
Publisher : CRC Press
Page : 235 pages
File Size : 42,5 Mb
Release : 2022-08-31
Category : Computers
ISBN : 9781000623826

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Machine Learning, Blockchain, and Cyber Security in Smart Environments by Sarvesh Tanwar,Sumit Badotra,Ajay Rana Pdf

Machine Learning, Cyber Security, and Blockchain in Smart Environment: Application and Challenges provides far-reaching insights into the recent techniques forming the backbone of smart environments, and addresses the vulnerabilities that give rise to the challenges in real-word implementation. The book focuses on the benefits related to the emerging applications such as machine learning, blockchain and cyber security. Key Features: Introduces the latest trends in the fields of machine learning, blockchain and cyber security Discusses the fundamentals, challenges and architectural overviews with concepts Explores recent advancements in machine learning, blockchain, and cyber security Examines recent trends in emerging technologies This book is primarily aimed at graduates, researchers, and professionals working in the areas of machine learning, blockchain, and cyber security.

Author : G. Ranganathan,Youssouf EL Allioui,Selwyn Piramuthu
Publisher : Springer Nature
Page : 921 pages
File Size : 49,5 Mb
Release : 2023-07-19
Category : Technology & Engineering
ISBN : 9789819936083

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Soft Computing for Security Applications by G. Ranganathan,Youssouf EL Allioui,Selwyn Piramuthu Pdf

This book features selected papers from the International Conference on Soft Computing for Security Applications (ICSCS 2023), held at Dhirajlal Gandhi College of Technology, Tamil Nadu, India, during April 21–22, 2023. It covers recent advances in the field of soft computing techniques such as fuzzy logic, neural network, support vector machines, evolutionary computation, machine learning, and probabilistic reasoning to solve various real-time challenges. The book presents innovative work by leading academics, researchers, and experts from industry.

Author : Shin-ya Kobayashi,Andrzej Piegat,Jerzy Pejaś,Imed El Fray,Janusz Kacprzyk
Publisher : Springer
Page : 368 pages
File Size : 51,6 Mb
Release : 2016-10-19
Category : Technology & Engineering
ISBN : 9783319484297

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Hard and Soft Computing for Artificial Intelligence, Multimedia and Security by Shin-ya Kobayashi,Andrzej Piegat,Jerzy Pejaś,Imed El Fray,Janusz Kacprzyk Pdf

This book gathers the proceedings of the 20th International Conference on Advanced Computer Systems 2016, held in Międzyzdroje (Poland) on October 19–21, 2016. Addressing topics that include artificial intelligence (AI), software technologies, multimedia systems, IT security and design of information systems, the main purpose of the conference and the book is to create an opportunity to exchange significant insights on this area between science and business. In particular, this expertise concerns the use of hard and soft computational methods for artificial intelligence, image and data processing, and finally, the design of information and security systems. The book contains a collection of carefully selected, peer-reviewed papers, combining high-quality original unpublished research, case studies, and implementation experiences.