Full Description
Cyber attacks, both on national infrastructures and private companies, have ramped up exponentially in recent years. AI tools and algorithms can help detect and fend off cyber threats, but they can also be used by hackers in their cyber attacks. Defensive measures to address cyber attacks are not sufficient for artificial intelligence-based architectures, which present a new range of challenges. This new volume takes these concerns into consideration and examines recent developments and issues in attacks that target artificial intelligence-based systems and AI-based cyber infrastructures while also presenting research on using AI technologies to prevent attacks.
This volume presents the challenges and new research on both offensive and defensive artificial intelligence in cyberspace and offers technical strategies to protect against such attacks. The myriad topics discussed in the book include AI in secure video surveillance systems, an AI-secured visitor management system, Internet of Things-based ventilator, a digital forensics analysis for adversarial attacks in AI-based systems, applications of AI and ML in a water quality monitoring system, and much more.
The research presented in this volume will be a guide for researchers and scholars working in the area of attacks and investigations on artificial intelligence-based systems.
Contents
1. Attacks Against Artificial Intelligence: An Overview 2. Offensive and Defensive Artificial Intelligence in Cyberspace 3. Digital Forensics Analysis for Adversarial Attacks in AI-Based Systems 4. Recent Developments in Artificial Intelligence Attacks and Challenges 5. Security Viewpoint in Artificial Intelligence-Based Systems 6. Secure Video Surveillance Systems for Person Re-Identification Using Elliptic Curve Cryptography 7. Forecasting Deployment of Web Forensics to Avert Misinformation Spread Using the WEFA Tool 8. Online Customers' Purchase Intentions Classification Using Hybrid the XGBoost Machine Learning Model and Its Security Concerns 9. Process Mapping Military Aircraft Life Extension and Cybersecurity Issues 10. Applications of AI and ML in a Water Quality Monitoring System 11. Implementation of Artificial Intelligence as a Protection Scheme for Cybersecurity 12. Employee Attrition Analysis for Business Continuity Planning: A Machine Learning Approach and an AI Application 13. Internet of Things-Based Ventilator: A Covid-19 and AI Security 14. AI-Secured Visitor Management System 15. Cyber Warfare: A Modern Threat to a Nation's Critical Infrastructure
