Security and Artificial Intelligence: A Crossdisciplinary Approach

AI has become an emerging technology to assess security and privacy, with many challenges and potential solutions. 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. The book contains 14 invited chapters that address side-channel attacks and fault injection, cryptographic primitives, adversarial machine learning, and intrusion detection.

Format: Paperback / softback
Length: 361 pages
Publication date: 08 April 2022
Publisher: Springer Nature Switzerland AG

AI has emerged as a cutting-edge technology for assessing security and privacy, presenting a complex landscape of challenges and potential solutions at the algorithmic, architectural, and implementation levels. To date, research on AI and security has primarily focused on addressing subproblems in isolation, but future solutions will necessitate a collaborative approach that fosters the exchange of expertise and best practices across these domains. Recognizing the need for enhanced collaboration, the editors of this State-of-the-Art Survey organized a Lorentz workshop in 2019, bringing together a diverse team of researchers from various disciplines. This workshop served as a platform for initiating and refining contributions, with some ideas emerging during the event and others developed through subsequent invitations, editing, and cross-review.

The resulting book, titled "Advances in Artificial Intelligence and Security," encompasses 14 invited chapters that delve into critical topics such as side-channel attacks and fault injection, cryptographic primitives, adversarial machine learning, and intrusion detection. These chapters were selected based on their significance, technical rigor, and relevance to the fields of security and AI. Each submission underwent a rigorous single-blind review process, with revisions made to ensure the highest quality and accuracy of the content.

The chapters in this book provide a comprehensive overview of the latest research and developments in AI and security. They address a wide range of challenges and provide innovative solutions to improve the resilience and security of AI systems. By bringing together experts from diverse fields, this book fosters a deeper understanding of the intersection between AI and security and serves as a valuable resource for researchers, practitioners, and policymakers alike.

As AI continues to evolve and play an increasingly significant role in our lives, it is crucial to address the challenges and opportunities associated with its security and privacy. By fostering collaboration and sharing knowledge, we can develop robust and trustworthy AI systems that protect our data, privacy, and national security.

In conclusion, this book represents a significant milestone in the field of AI and security. It showcases the latest research and developments in this area and provides a roadmap for future research and innovation. By fostering collaboration and sharing expertise, we can build a more secure and resilient AI ecosystem that benefits society as a whole.

Weight: 569g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030987947
Edition number: 1st ed. 2022