Explainable Artificial Intelligence for Cyber Security : Next Generation Artificial Intelligence /

This book presents that explainable artificial intelligence (XAI) is going to replace the traditional artificial, machine learning, deep learning algorithms which work as a black box as of today. To understand the algorithms better and interpret the complex networks of these algorithms, XAI plays a...

Full description

Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Ahmed, Mohiuddin (Editor), Islam, Sheikh Rabiul (Editor), Anwar, Adnan (Editor), Moustafa, Nour (Editor), Pathan, Al-Sakib Khan (Editor)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2022.
Edition:	1st ed. 2022.
Series:	Studies in Computational Intelligence, 1025
Subjects:	Engineering-Data processing. Computational intelligence. Artificial intelligence. Cooperating objects (Computer systems). Data protection. Data Engineering. Computational Intelligence. Artificial Intelligence. Cyber-Physical Systems. Data and Information Security. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

The Past, Present, and Prospective Future of XAI: A Comprehensive Review
An Overview of Explainable Artificial Intelligence for Cyber Security
Artificial Intelligence: Practical and Ethical Challenges
Domain Knowledge-aided Explainable Artificial Intelligence
Machine Learning based IDS for Cyberattack Classification
Artificial Intelligence for Cyber Security: Performance Analysis of Network Intrusion Detection
Leveraging Artificial Intelligence Capabilities for Real-Time Monitoring of Cybersecurity Threats
Network Forensics in the Era of Artificial Intelligence
Obfuscation-based Mechanisms in Location-based Privacy Protection
Intelligent Radio Frequency Fingerprinting to Identify Malicious Tags in the Internet of Things
Explainable Artificial Intelligence for Smart City Application: A Secure and Trusted Platform
Explainable Artificial Intelligence in Sustainable Smart Healthcare.