Название: AI-Based Metaheuristics for Information Security and Digital Media
Автор: Apoorva S. Shastri, Mangal Singh, Anand J. Kulkarni
Издательство: CRC Press
Серия: Advances in Metaheuristics
Год: 2024
Страниц: 151
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book examines the latest developments in Artificial Intelligence (AI)-based metaheuristics algorithms with applications in information security for digital media. It highlights the importance of several security parameters, their analysis, and validations for different practical applications. Drawing on multidisciplinary research including Computer Vision, Machine Learning, Artificial Intelligence, and modified/newly developed metaheuristics algorithms, it will enhance information security for society. It includes state-of-the-art research with illustrations and exercises throughout.

With the advancement of information technology, the business world is completely transformed. It has a great impact on journalism, education, entertainment, public relations, etc. Currently, researchers and security experts have been working toward protection of significant information from attackers/hackers. However, due to different potential entry points in the network, it becomes a challenge for the security experts to remove all the vulnerabilities. Thus, the aim of this book is to give insight into the theoretical and practical development in the direction of information security. It also aims to provide a collection of state-of-the-art scientific and technical contributions in the area of Artificial Intelligence (AI)–based metaheuristic algorithms, dealing with Machine Learning (ML), Deep Learning (DL), cryptography, steganography, etc. and their combinations to improve information security in digital media. The detailed analysis of the research contributions in terms of processing time, security parameters, compression ratio, cyberattacks, cryptanalysis/steganalysis as well as highlighting intelligent, optimized, and practical approaches will be at the heart of the contributions. The book could be useful for scientists, professors, students as well as practitioners working in information security and digital media.