Security and Artificial Intelligence: A Crossdisciplinary Approach: 13049 (Lecture Notes in Computer Science, 13049) - Softcover

Softcover

ISBN 10: 3030987949 ISBN 13: 9783030987947

Publisher: Springer, 2022

Synopsis

AI has become an emerging technology to assess security and privacy, with many challenges and potential solutions at the algorithm, architecture, and implementation levels. So far, research on AI and security has looked at subproblems in isolation but future solutions will require sharing of experience and best practice in these domains.

The editors of this State-of-the-Art Survey invited a cross-disciplinary team of researchers to a Lorentz workshop in 2019 to improve collaboration in these areas. Some contributions were initiated at the event, others were developed since through further invitations, editing, and cross-reviewing. This contributed book contains 14 invited chapters that address side-channel attacks and fault injection, cryptographic primitives, adversarial machine learning, and intrusion detection. The chapters were evaluated based on their significance, technical quality, and relevance to the topics of security and AI, and each submission was reviewed in single-blindmode and revised.

 

About this title

The editors of this State-of-the-Art Survey invited a cross-disciplinary team of researchers to a Lorentz workshop in 2019 to improve collaboration in these areas. Some contributions were initiated at the event, others were developed since through further invitations, editing, and cross-reviewing. This contributed book contains 14 invited chapters that address side-channel attacks and fault injection, cryptographic primitives, adversarial machine learning, and intrusion detection. The chapters were evaluated based on their significance, technical quality, and relevance to the topics of security and AI, and each submission was reviewed in single-blindmode and revised.

 

Edition details

• Publisher: Springer
• Publication date: 2022
• Language: English
• ISBN 10: 3030987949
• ISBN 13: 9783030987947
• Binding: Paperback
• Edition number: 1
• Number of pages: 371
• Editor: Batina Lejla, Bäck Thomas, Buhan Ileana, Picek Stjepan