Intelligent security systems : how artificial intelligence, machine learning and data science work for and against computer security /
Leon Reznik.
- 1 online resource
Includes index.
Computer Security with Artificial Intelligence, Machine Learning, and Data Science Combination -- Firewall Design and Implementation -- Intrusion Detection Systems -- Malware and Vulnerabilities Detection and Protection -- Hackers versus Normal Users -- Adversarial Machine Learning.
"Intelligent Security Systems expertly combines artificial intelligence, machine learning techniques and computer security systems. This book uniquely concentrates on the design features of computer security tools and mechanisms, discussing how artificial intelligence (AI) and machine learning (ML) techniques are employed in industrial practice. The author -a noted expert on the topic - starts with an explanation of the basic concepts and terminology before going on to help the reader develop knowledge and practical skills on additional topics such as firewalls and malware detection, analyzing their design and functions within computer security, and delving deeper into the small aspects that make up the final security system. Aimed at undergraduate and graduate students, this book is built up of 5 modules, with each module allowing the reader to gain a deeper understanding of the many applications that are used to create expert computer systems. This book will support readers as they adapt their knowledge in intelligent security systems."--