Название: The Fusion of Artificial Intelligence and Soft Computing Techniques for Cybersecurity
Автор: M.A. Jabbar, Sanju Tiwari, Subhendu Kumar Pani, Stephen Huang
Издательство: Apple Academic Press/CRC Press
Серия: AAP Advances in Artificial Intelligence and Robotics
Год: 2024
Страниц: 294
Язык: английский
Формат: pdf (true)
Размер: 12.7 MB

With the ever-increasing threat of cyber-attacks 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 (AI), soft computing, Machine Learning, cross-site scripting in web-based services, neural gas (GNG) clustering technique, and more.

Cyber Physical Systems (CPS) are essential for paving a bridge between the physical objects and the computation elements. The CPS is prone to vulnerabilities and hence its dependability should be overawed by proper modeling of the elements and network. This book chapter gives an indication on the various computing techniques pertaining to CPS. The various spheres including the application domains in smart grids, industrial automation, and intelligent transportation system are discussed. The attributes of the dependability factors are briefed to enhance the security. Soft computing methods are preferred as they are good in solving nonlinear problems and use approximation techniques for self-evolving and improvements. This book chapter describes the soft computing taxonomy with special inclusion to Fuzzy Logic, Artificial Neural Network, and Genetic Algorithm. The various integration technologies with regards to Cyber Physical systems are also described.