Computational Intelligence Applications In Cyber Security

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Computational Intelligence Applications in Cyber Security

Suhel Ahmad Khan,Mohammad Faisal,Nawaf Alharbe,Rajeev Kumar,Raees Ahmad Khan
Computational Intelligence Applications in Cyber Security Book PDF

Author : Suhel Ahmad Khan,Mohammad Faisal,Nawaf Alharbe,Rajeev Kumar,Raees Ahmad Khan
Publisher : Unknown
Page : 0 pages
File Size : 41,8 Mb
Release : 2024-10-16
Category : Computers
ISBN : 1032470593

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Computational Intelligence Applications in Cyber Security by Suhel Ahmad Khan,Mohammad Faisal,Nawaf Alharbe,Rajeev Kumar,Raees Ahmad Khan Pdf

The text comprehensively discusses soft computing and decision-making techniques like the fuzzy analytic hierarchy process, fuzzy analytic network process, and fuzzy TOPSIS. It further covers a wide range of wireless communication with emerging computational intelligent trends. The text explores the role of wireless technologies in applications touching on various spheres of human life with the help of hesitant fuzzy sets-based computational modeling. This book: Discusses the Internet of Things and cloud computing technologies in promoting cyber security. Highlights the impact of the relationship between security and sustainability, usability, and dependability during securing cyber communication. Evaluating the importance of artificial intelligence and machine learning-based techniques, quantitatively and empirically. Discusses applications of adaptive and learning techniques for secure estimation. Showcases various risks and uses of a multi-criteria decision-making method to manage risks. The text is primarily written for senior undergraduate, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer engineering, and information technology.

Research Anthology on Artificial Intelligence Applications in Security

Management Association, Information Resources
Research Anthology on Artificial Intelligence Applications in Security Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2253 pages
File Size : 49,8 Mb
Release : 2020-11-27
Category : Computers
ISBN : 9781799877486

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Research Anthology on Artificial Intelligence Applications in Security by Management Association, Information Resources Pdf

As industries are rapidly being digitalized and information is being more heavily stored and transmitted online, the security of information has become a top priority in securing the use of online networks as a safe and effective platform. With the vast and diverse potential of artificial intelligence (AI) applications, it has become easier than ever to identify cyber vulnerabilities, potential threats, and the identification of solutions to these unique problems. The latest tools and technologies for AI applications have untapped potential that conventional systems and human security systems cannot meet, leading AI to be a frontrunner in the fight against malware, cyber-attacks, and various security issues. However, even with the tremendous progress AI has made within the sphere of security, it’s important to understand the impacts, implications, and critical issues and challenges of AI applications along with the many benefits and emerging trends in this essential field of security-based research. Research Anthology on Artificial Intelligence Applications in Security seeks to address the fundamental advancements and technologies being used in AI applications for the security of digital data and information. The included chapters cover a wide range of topics related to AI in security stemming from the development and design of these applications, the latest tools and technologies, as well as the utilization of AI and what challenges and impacts have been discovered along the way. This resource work is a critical exploration of the latest research on security and an overview of how AI has impacted the field and will continue to advance as an essential tool for security, safety, and privacy online. This book is ideally intended for cyber security analysts, computer engineers, IT specialists, practitioners, stakeholders, researchers, academicians, and students interested in AI applications in the realm of security research.

Machine Learning and Cognitive Science Applications in Cyber Security

Khan, Muhammad Salman
Machine Learning and Cognitive Science Applications in Cyber Security Book PDF

Author : Khan, Muhammad Salman
Publisher : IGI Global
Page : 321 pages
File Size : 40,8 Mb
Release : 2019-05-15
Category : Computers
ISBN : 9781522581017

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Machine Learning and Cognitive Science Applications in Cyber Security by Khan, Muhammad Salman Pdf

In the past few years, with the evolution of advanced persistent threats and mutation techniques, sensitive and damaging information from a variety of sources have been exposed to possible corruption and hacking. Machine learning, artificial intelligence, predictive analytics, and similar disciplines of cognitive science applications have been found to have significant applications in the domain of cyber security. Machine Learning and Cognitive Science Applications in Cyber Security examines different applications of cognition that can be used to detect threats and analyze data to capture malware. Highlighting such topics as anomaly detection, intelligent platforms, and triangle scheme, this publication is designed for IT specialists, computer engineers, researchers, academicians, and industry professionals interested in the impact of machine learning in cyber security and the methodologies that can help improve the performance and reliability of machine learning applications.

Advancing Computational Intelligence Techniques for Security Systems Design

Uzzal Sharma,Parmanand Astya,Anupam Baliyan,Salah-ddine Krit,Vishal Jain,Mohammad Zubair Khan
Advancing Computational Intelligence Techniques for Security Systems Design Book PDF

Author : Uzzal Sharma,Parmanand Astya,Anupam Baliyan,Salah-ddine Krit,Vishal Jain,Mohammad Zubair Khan
Publisher : CRC Press
Page : 157 pages
File Size : 52,5 Mb
Release : 2022-08-24
Category : Computers
ISBN : 9781000618334

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Advancing Computational Intelligence Techniques for Security Systems Design by Uzzal Sharma,Parmanand Astya,Anupam Baliyan,Salah-ddine Krit,Vishal Jain,Mohammad Zubair Khan Pdf

Security systems have become an integral part of the building and large complex setups, and intervention of the computational intelligence (CI) paradigm plays an important role in security system architecture. This book covers both theoretical contributions and practical applications in security system design by applying the Internet of Things (IoT) and CI. It further explains the application of IoT in the design of modern security systems and how IoT blended with computational intel- ligence can make any security system improved and realizable. Key features: Focuses on the computational intelligence techniques of security system design Covers applications and algorithms of discussed computational intelligence techniques Includes convergence-based and enterprise integrated security systems with their applications Explains emerging laws, policies, and tools affecting the landscape of cyber security Discusses application of sensors toward the design of security systems This book will be useful for graduate students and researchers in electrical, computer engineering, security system design and engineering.

Recent Advances in Computational Intelligence and Cyber Security

Ashok Kumar Singh,Zeeshan Ali Siddiqui,Siddharth Singh,Amit Kumar Singh,Tanveer J. Siddiqui
Recent Advances in Computational Intelligence and Cyber Security Book PDF

Author : Ashok Kumar Singh,Zeeshan Ali Siddiqui,Siddharth Singh,Amit Kumar Singh,Tanveer J. Siddiqui
Publisher : CRC Press
Page : 400 pages
File Size : 50,8 Mb
Release : 2024-07-08
Category : Computers
ISBN : 9781040127865

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Recent Advances in Computational Intelligence and Cyber Security by Ashok Kumar Singh,Zeeshan Ali Siddiqui,Siddharth Singh,Amit Kumar Singh,Tanveer J. Siddiqui Pdf

In the ever-accelerating tapestry of our digital age, the symbiotic relationship between computational intelligence and cyber security has become the linchpin of progress. The relentless pace of technological evolution and the ceaseless emergence of cyber threats demand not only adaptation but also an exploration of the forefronts of innovation and defence. Recent Advances in Computational Intelligence and Cyber security is a testament to the exhilarating journey undertaken by researchers, practitioners, and visionaries in these pivotal fields. Within the confines of this book, we embark on a captivating exploration of the cutting-edge developments that define the current state of computational intelligence and the intricate dance with the ever-evolving landscape of cyber security.

Artificial Intelligence in Cyber Security: Theories and Applications

Tushar Bhardwaj,Himanshu Upadhyay,Tarun Kumar Sharma,Steven Lawrence Fernandes
Artificial Intelligence in Cyber Security Theories and Applications Book PDF

Author : Tushar Bhardwaj,Himanshu Upadhyay,Tarun Kumar Sharma,Steven Lawrence Fernandes
Publisher : Springer Nature
Page : 144 pages
File Size : 54,8 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.

Implementing Computational Intelligence Techniques for Security Systems Design

Albastaki, Yousif Abdullatif,Awad, Wasan
Implementing Computational Intelligence Techniques for Security Systems Design Book PDF

Author : Albastaki, Yousif Abdullatif,Awad, Wasan
Publisher : IGI Global
Page : 332 pages
File Size : 44,6 Mb
Release : 2020-02-14
Category : Computers
ISBN : 9781799824206

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Implementing Computational Intelligence Techniques for Security Systems Design by Albastaki, Yousif Abdullatif,Awad, Wasan Pdf

Recently, cryptology problems, such as designing good cryptographic systems and analyzing them, have been challenging researchers. Many algorithms that take advantage of approaches based on computational intelligence techniques, such as genetic algorithms, genetic programming, and so on, have been proposed to solve these issues. Implementing Computational Intelligence Techniques for Security Systems Design is an essential research book that explores the application of computational intelligence and other advanced techniques in information security, which will contribute to a better understanding of the factors that influence successful security systems design. Featuring a range of topics such as encryption, self-healing systems, and cyber fraud, this book is ideal for security analysts, IT specialists, computer engineers, software developers, technologists, academicians, researchers, practitioners, and students.

Artificial Intelligence for Cyber Security: Methods, Issues and Possible Horizons or Opportunities

Sanjay Misra,Amit Kumar Tyagi
Artificial Intelligence for Cyber Security Methods Issues and Possible Horizons or Opportunities Book PDF

Author : Sanjay Misra,Amit Kumar Tyagi
Publisher : Springer Nature
Page : 467 pages
File Size : 53,6 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.

Artificial Intelligence for Cybersecurity

Mark Stamp,Corrado Aaron Visaggio,Francesco Mercaldo,Fabio Di Troia
Artificial Intelligence for Cybersecurity Book PDF

Author : Mark Stamp,Corrado Aaron Visaggio,Francesco Mercaldo,Fabio Di Troia
Publisher : Springer Nature
Page : 388 pages
File Size : 42,5 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.

International Conference on Applications and Techniques in Cyber Security and Intelligence

Jemal Abawajy,Kim-Kwang Raymond Choo,Rafiqul Islam
International Conference on Applications and Techniques in Cyber Security and Intelligence Book PDF

Author : Jemal Abawajy,Kim-Kwang Raymond Choo,Rafiqul Islam
Publisher : Springer
Page : 520 pages
File Size : 42,9 Mb
Release : 2017-10-20
Category : Technology & Engineering
ISBN : 9783319670713

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International Conference on Applications and Techniques in Cyber Security and Intelligence by Jemal Abawajy,Kim-Kwang Raymond Choo,Rafiqul Islam Pdf

This book presents the outcomes of the 2017 International Conference on Applications and Techniques in Cyber Security and Intelligence, which focused on all aspects of techniques and applications in cyber and electronic security and intelligence research. The conference provides a forum for presenting and discussing innovative ideas, cutting-edge research findings, and novel techniques, methods and applications on all aspects of cyber and electronic security and intelligence.

Computational Intelligence and Security

Yue Hao,Jiming Liu,Yuping Wang,Yiu-ming Cheung,Hujun Yin,Licheng Jiao,Jianfeng Ma,Yong-Chang Jiao
Computational Intelligence and Security Book PDF

Author : Yue Hao,Jiming Liu,Yuping Wang,Yiu-ming Cheung,Hujun Yin,Licheng Jiao,Jianfeng Ma,Yong-Chang Jiao
Publisher : Springer Science & Business Media
Page : 1160 pages
File Size : 41,7 Mb
Release : 2005-12-05
Category : Computers
ISBN : 9783540308188

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Computational Intelligence and Security by Yue Hao,Jiming Liu,Yuping Wang,Yiu-ming Cheung,Hujun Yin,Licheng Jiao,Jianfeng Ma,Yong-Chang Jiao Pdf

The two volume set LNAI 3801 and LNAI 3802 constitute the refereed proceedings of the annual International Conference on Computational Intelligence and Security, CIS 2005, held in Xi'an, China, in December 2005. The 338 revised papers presented - 254 regular and 84 extended papers - were carefully reviewed and selected from over 1800 submissions. The first volume is organized in topical sections on learning and fuzzy systems, evolutionary computation, intelligent agents and systems, intelligent information retrieval, support vector machines, swarm intelligence, data mining, pattern recognition, and applications. The second volume is subdivided in topical sections on cryptography and coding, cryptographic protocols, intrusion detection, security models and architecture, security management, watermarking and information hiding, web and network applications, image and signal processing, and applications.

Machine Intelligence and Big Data Analytics for Cybersecurity Applications

Yassine Maleh,Mohammad Shojafar,Mamoun Alazab,Youssef Baddi
Machine Intelligence and Big Data Analytics for Cybersecurity Applications Book PDF

Author : Yassine Maleh,Mohammad Shojafar,Mamoun Alazab,Youssef Baddi
Publisher : Springer Nature
Page : 539 pages
File Size : 45,9 Mb
Release : 2020-12-14
Category : Computers
ISBN : 9783030570248

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Machine Intelligence and Big Data Analytics for Cybersecurity Applications by Yassine Maleh,Mohammad Shojafar,Mamoun Alazab,Youssef Baddi Pdf

This book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware analysis. Cyber-attacks have posed real and wide-ranging threats for the information society. Detecting cyber-attacks becomes a challenge, not only because of the sophistication of attacks but also because of the large scale and complex nature of today’s IT infrastructures. It discusses novel trends and achievements in machine intelligence and their role in the development of secure systems and identifies open and future research issues related to the application of machine intelligence in the cybersecurity field. Bridging an important gap between machine intelligence, big data, and cybersecurity communities, it aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this area or those interested in grasping its diverse facets and exploring the latest advances on machine intelligence and big data analytics for cybersecurity applications.

Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation

Suresh Balusamy,Alexander N. Dudin,Manuel Graña,A. Kaja Mohideen,N. K. Sreelaja,B. Malar
Computational Intelligence Cyber Security and Computational Models Models and Techniques for Intelligent Systems and Automation Book PDF

Author : Suresh Balusamy,Alexander N. Dudin,Manuel Graña,A. Kaja Mohideen,N. K. Sreelaja,B. Malar
Publisher : Springer Nature
Page : 130 pages
File Size : 43,8 Mb
Release : 2020-10-27
Category : Computers
ISBN : 9789811597008

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Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation by Suresh Balusamy,Alexander N. Dudin,Manuel Graña,A. Kaja Mohideen,N. K. Sreelaja,B. Malar Pdf

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.

Explainable Artificial Intelligence for Cyber Security

Mohiuddin Ahmed,Sheikh Rabiul Islam,Adnan Anwar,Nour Moustafa,Al-Sakib Khan Pathan
Explainable Artificial Intelligence for Cyber Security Book PDF

Author : Mohiuddin Ahmed,Sheikh Rabiul Islam,Adnan Anwar,Nour Moustafa,Al-Sakib Khan Pathan
Publisher : Springer Nature
Page : 283 pages
File Size : 52,9 Mb
Release : 2022-04-18
Category : Computers
ISBN : 9783030966300

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Explainable Artificial Intelligence for Cyber Security by Mohiuddin Ahmed,Sheikh Rabiul Islam,Adnan Anwar,Nour Moustafa,Al-Sakib Khan Pathan Pdf

This book presents that explainable artificial intelligence (XAI) is going to replace the traditional artificial, machine learning, deep learning algorithms which work as a black box as of today. To understand the algorithms better and interpret the complex networks of these algorithms, XAI plays a vital role. In last few decades, we have embraced AI in our daily life to solve a plethora of problems, one of the notable problems is cyber security. In coming years, the traditional AI algorithms are not able to address the zero-day cyber attacks, and hence, to capitalize on the AI algorithms, it is absolutely important to focus more on XAI. Hence, this book serves as an excellent reference for those who are working in cyber security and artificial intelligence.

Artificial Intelligence and Blockchain for Future Cybersecurity Applications

Yassine Maleh,Youssef Baddi,Mamoun Alazab,Loai Tawalbeh,Imed Romdhani
Artificial Intelligence and Blockchain for Future Cybersecurity Applications Book PDF

Author : Yassine Maleh,Youssef Baddi,Mamoun Alazab,Loai Tawalbeh,Imed Romdhani
Publisher : Springer Nature
Page : 376 pages
File Size : 50,6 Mb
Release : 2021-04-30
Category : Computers
ISBN : 9783030745752

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Artificial Intelligence and Blockchain for Future Cybersecurity Applications by Yassine Maleh,Youssef Baddi,Mamoun Alazab,Loai Tawalbeh,Imed Romdhani Pdf

This book presents state-of-the-art research on artificial intelligence and blockchain for future cybersecurity applications. The accepted book chapters covered many themes, including artificial intelligence and blockchain challenges, models and applications, cyber threats and intrusions analysis and detection, and many other applications for smart cyber ecosystems. It aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this particular area or those interested in grasping its diverse facets and exploring the latest advances on artificial intelligence and blockchain for future cybersecurity applications.