Computational Intelligence Applications in Cyber Security

Computational Intelligence Applications in Cyber Security PDF Author:
Publisher:
ISBN: 9781003514312
Category : Computers
Languages : en
Pages : 0

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Book Description
"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"--

Computational Intelligence Applications in Cyber Security

Computational Intelligence Applications in Cyber Security PDF Author:
Publisher:
ISBN: 9781003514312
Category : Computers
Languages : en
Pages : 0

Get Book Here

Book Description
"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"--

Explainable Artificial Intelligence for Cyber Security

Explainable Artificial Intelligence for Cyber Security PDF Author: Mohiuddin Ahmed
Publisher: Springer Nature
ISBN: 3030966305
Category : Computers
Languages : en
Pages : 283

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Book Description
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.

Research Anthology on Artificial Intelligence Applications in Security

Research Anthology on Artificial Intelligence Applications in Security PDF Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1799877485
Category : Computers
Languages : en
Pages : 2253

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Book Description
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

Machine Learning and Cognitive Science Applications in Cyber Security PDF Author: Khan, Muhammad Salman
Publisher: IGI Global
ISBN: 1522581014
Category : Computers
Languages : en
Pages : 321

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Book Description
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.

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

Artificial Intelligence for Cyber Security: Methods, Issues and Possible Horizons or Opportunities PDF Author: Sanjay Misra
Publisher: Springer Nature
ISBN: 3030722368
Category : Technology & Engineering
Languages : en
Pages : 467

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Book Description
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 in Cyber Security: Theories and Applications

Artificial Intelligence in Cyber Security: Theories and Applications PDF Author: Tushar Bhardwaj
Publisher: Springer Nature
ISBN: 3031285816
Category : Technology & Engineering
Languages : en
Pages : 144

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Book Description
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.

Advancing Computational Intelligence Techniques for Security Systems Design

Advancing Computational Intelligence Techniques for Security Systems Design PDF Author: Uzzal Sharma
Publisher: CRC Press
ISBN: 1000618331
Category : Business & Economics
Languages : en
Pages : 157

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Book Description
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

Recent Advances in Computational Intelligence and Cyber Security PDF Author: Ashok Kumar Singh
Publisher: CRC Press
ISBN: 104012786X
Category : Computers
Languages : en
Pages : 400

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Book Description
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.

Emerging Artificial Intelligence Applications in Computer Engineering

Emerging Artificial Intelligence Applications in Computer Engineering PDF Author: Ilias G. Maglogiannis
Publisher: IOS Press
ISBN: 1586037803
Category : Computers
Languages : en
Pages : 420

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Book Description
Provides insights on how computer engineers can implement artificial intelligence (AI) in real world applications. This book presents practical applications of AI.

Implementing Computational Intelligence Techniques for Security Systems Design

Implementing Computational Intelligence Techniques for Security Systems Design PDF Author: Albastaki, Yousif Abdullatif
Publisher: IGI Global
ISBN: 1799824209
Category : Computers
Languages : en
Pages : 332

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Book Description
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.