Cliff Wang

Kun Sun

S.S. Iyengar

The rapid growth and reliance on cyber systems have permeated our society, government, and military which is demonstrated in this book. The authors discuss how AI-powered cyber systems are designed to protect against cyber threats and ensure the security and reliability of digital systems using artificial intelligence (AI) technologies. As AI becomes more integrated into various aspects of our lives, the need for reliable and trustworthy AI systems becomes increasingly important. This book is an introduction to all of the above-mentioned areas in the context of AI Embedded Assurance for Cyber Systems. This book has three themes. First, the AI/ML for digital forensics theme focuses on developing AI and ML powered forensic tools, techniques, software, and hardware. Second, the AI/ML for cyber physical system theme describes that AI/ML plays an enabling role to boost the development of cyber physical systems (CPS), especially in strengthening the security and privacy of CPS. Third, the AI/ML for cyber analysis theme focuses on using AI/ML to analyze tons of data in a timely manner and identify many complex threat patterns. This book is designed for undergraduates, graduate students in computer science and researchers in an interdisciplinary area of cyber forensics and AI embedded security applications. It is also useful for practitioners who would like to adopt AIs to solve cyber security problems.

AI Embedded Assurance for Cyber Systems

Seonho Choi

Hyeonsang Eom

In wireless ad hoc networks, most of the authentication protocols assume a single source of trust. However, in the presence of multiple trust sources (called source group in this chapter), it becomes difficult to design resource- (or energy-) efficient authentication protocols, especially for multicast/broadcast services, utilizing multiple trust sources at the same time. Some traditional authentication approaches may be extended and used for this purpose. However, the communication overhead, for example, may increase significantly in proportion to the number of trust sources. In this chapter, we propose a new scheme named as Multi-Source Authentication with Split-Join One-Way Key Chain (SOKC). In this new technique, the communication overhead is small and constant, and the memory requirement at the verifier node is also minimal. The source group node needs to store n keys, where n represents the key chain length, which may be a reasonable requirement considering that the trust sources usually have more resources compared to other regular node(s) in the network (e.g., base stations in wireless sensor networks).

Chapter 17. Resource-Efficient Multi-Source Authentication Utilizing Split-Join One-Way Key Chain

Emerging Trends in ICT Security

Kevin Butler

Noseong Park

Sara Foresti

Nitesh Saxena

This two-volume set LNICST 335 and 336 constitutes the post-conference proceedings of the 16th International Conference on Security and Privacy in Communication Networks, SecureComm 2020, held in Washington, DC, USA, in October 2020. The conference was held virtually due to COVID-19 pandemic. The 60 full papers were carefully reviewed and selected from 120 submissions. The papers focus on the latest scientific research results in security and privacy in wired, mobile, hybrid and ad hoc networks, in IoT technologies, in cyber-physical systems, in next-generation communication systems in web and systems security and in pervasive and ubiquitous computing.

16th EAI International Conference, SecureComm 2020, Washington, DC, USA, October 21-23, 2020, Proceedings, Part II

Security and Privacy in Communication Networks

Kevin Butler (Computer scientist)

This two-volume set LNICST 335 and 336 constitutes the post-conference proceedings of the 16th International Conference on Security and Privacy in Communication Networks, SecureComm 2020, held in Washington, DC, USA, in October 2020. The conference was held virtually due to COVID-19 pandemic. The 60 full papers were carefully reviewed and selected from 120 submissions. The papers focus on the latest scientific research results in security and privacy in wired, mobile, hybrid and ad hoc networks, in IoT technologies, in cyber-physical systems, in next-generation communication systems in web and systems security and in pervasive and ubiquitous computing. .

16th EAI International Conference, SecureComm 2020, Washington, DC, USA, October 21-23, 2020, Proceedings, Part I

Kun Sun

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