Attacks on Artificial Intelligence

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.