Shulph Ink
Illumination of Artificial Intelligence in Cybersecurity and Forensics
Illumination of Artificial Intelligence in Cybersecurity and Forensics
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- More about Illumination of Artificial Intelligence in Cybersecurity and Forensics
This book explores the application of AI in various fields, including industry, academia, healthcare, forensics, and security, offering solutions to real-world problems through innovative research.
Format: Paperback / softback
Length: 372 pages
Publication date: 09 February 2022
Publisher: Springer Nature Switzerland AG
This comprehensive book delves into a diverse range of topics, spanning from industry to academia. It explores the use of hybrid AI models for intrusion detection systems (IDS) in the Internet of Things (IoT), the development of intelligent authentication frameworks for Internet of Medical Things (IoMT) mobile devices to extract bioelectrical signals, the implementation of security audits to protect electronic medical records in healthcare systems through AI-based vulnerability analysis, the application of convolutional neural networks (CNNs) for multi-face recognition attendance systems with anti-spoofing capabilities, the challenges in detecting face morphing attacks, the exploration of dimensionality reduction and feature-level fusion techniques for morphing attack detection (MAD) systems, findings and discussions on AI-assisted forensics, the identification of challenges and open issues in the application of AI in forensics, the development of a terrorist computational model utilizing Baum-Welch optimization to enhance the intelligence and predictive accuracy of criminal activities, the introduction of a novel method for detecting security violations in intrusion detection systems (IDS), the implementation of a graphical-based city block distance algorithm method for electronic payment systems, the application of image encryption techniques, and the utilization of AI methods in ransomware mitigation and detection. By providing insights from researchers and academia, this book serves as a valuable resource for those seeking to explore new research areas where AI can be applied to offer solutions.
Weight: 593g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030934521
Edition number: 1st ed. 2022
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