Machine Leaing for Cyber Physical System:Advances and Challenges:60 (Intelligent Systems Reference Library, 60)

by: Janmenjoy Nayak (Editor),Bighnaraj Naik(Editor),Vimal S(Editor),Margarita Favorskaya(Editor)&1more

Publisher: Springer
Edition:2024th

Publication Date: 12 April 2024

Language: English

Print Length: 422 pages

ISBN-10: 3031540379

ISBN-13: 9783031540370

Book Description

This book provides a comprehensive platform for leaing the state-of-the-art machine leaing algorithms for solving several cybersecurity issues. It is helpful in guiding for the implementation of smart machine leaing solutions to detect various cybersecurity problems and make the users to understand in combating malware, detect spam, and fight financial fraud to mitigate cybercrimes. With an effective analysis of cyber-physical data, it consists of the solution for many real-life problems such as anomaly detection, IoT-based framework for security and control, manufacturing control system, fault detection, smart cities, risk assessment of cyber-physical systems, medical diagnosis, smart grid systems, biometric-based physical and cybersecurity systems using advance machine leaing approach. Filling an important gap between machine leaing and cybersecurity communities, it discusses topics covering a wide range of mode and practical advance machine leaing techniques, frameworks, and development tools to enable readers to engage with the cutting-edge research across various aspects of cybersecurity.

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