S4oC: A Self-Optimizing, Self-Adapting Secure System-on-Chip Design Framework to Tackle Unknown Threats - A Network Theoretic, Learning Approach

• Published in: IEEE International Symposium on Circuits and Systems proceedings pp. 1 - 8
• Main Authors: Nazarian, Shahin, Bogdan, Paul
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2020
• Subjects: Community detection; Computational modeling; Computer architecture; distributed RL; heterogeneous manycore; machine learning; Method of moments; multi-valued logic PUF; Real-time systems; Security; System-on-chip; Task analysis; ternary computing
• ISBN: 9781728133201; 1728133203
• ISSN: 2158-1525
• DOI: 10.1109/ISCAS45731.2020.9180687

We propose a framework for the design and optimization of a secure self-optimizing, self-adapting system-on-chip (S 4 oC) architecture. The goal is to minimize the impact of attacks such as hardware Trojan and side-channel, by making real-time adjustments. S 4 oC learns to reconfigure itself, subjec...