Ai-Based Metaheuristics for Information Security and Digital Media
Shastri, Apoorva S., Singh, Mangal, Kulkarni, Anand J.
相關主題
商品描述
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.
商品描述(中文翻譯)
本書探討了基於人工智慧（AI）的元啟發式演算法在數位媒體資訊安全中的最新發展。它強調了幾個安全參數的重要性，以及它們在不同實際應用中的分析和驗證。本書結合了多學科研究，包括計算機視覺、機器學習、人工智慧和修改/新開發的元啟發式演算法，將提升社會的資訊安全。書中包含了最先進的研究成果，並提供了插圖和練習題。
作者簡介
Dr Apoorva S Shastri is a Research Assistant Professor at Artificial Intelligence at the MITWPU, Pune, India. Her research interests include optimization algorithms, VLSI design, multi-objective optimization, continuous, discrete and combinatorial optimization, complex systems, manufacturing and self-organizing systems. She has developed socio-inspired optimization methodologies such as Multi-Cohort Intelligence Algorithm and Expectation Algorithm.
Dr Mangal Singh is an Associate Professor at Symbiosis Institute of Technology, Symbiosis International (Deemed University). His main research interests are the development and application of optimization heuristics algorithms and their applications to various engineering fields. He is also working on signal processing for 6G and beyond wireless communication.
Dr Anand J Kulkarni is working as Professor and Associate Director of the Institute of Artificial Intelligence at the MITWPU, Pune, India. His research interests include optimization algorithms, multi-objective optimization, continuous, discrete and combinatorial optimization, swarm optimization and self-organizing systems.
Dr Patrick Siarry is a Professor in automatics and informatics. His main research interests are the development of new stochastic global optimization heuristics and their applications to various engineering fields. He is also interested in the fitting of process models to experimental data, the learning of fuzzy rule bases and of neural networks.
作者簡介(中文翻譯)
Dr. Apoorva S Shastri 是印度普那的MITWPU人工智慧研究助理教授。她的研究興趣包括優化演算法、VLSI設計、多目標優化、連續、離散和組合優化、複雜系統、製造和自組織系統。她開發了多群體智能演算法和期望演算法等社會啟發式優化方法。
Dr. Mangal Singh 是Symbiosis International (Deemed University)的Symbiosis Institute of Technology副教授。他的主要研究興趣是開發和應用優化啟發式演算法，並將其應用於各種工程領域。他還在研究6G及更高無線通信的信號處理。
Dr. Anand J Kulkarni 是印度普那的MITWPU人工智慧研究所的教授和副所長。他的研究興趣包括優化演算法、多目標優化、連續、離散和組合優化、群體優化和自組織系統。
Dr. Patrick Siarry 是自動控制和資訊學的教授。他的主要研究興趣是開發新的隨機全域優化啟發式演算法，並將其應用於各種工程領域。他還對將過程模型擬合到實驗數據、學習模糊規則庫和神經網絡感興趣。
