Naorin Hossain, William Santiago Fernandez, et al.
ICMC 2024
We propose SoCurity, the first NoC counter-based hardware monitoring approach for enhancing heterogeneous SoC security. With SoCurity, we develop a fast, lightweight anomalous activity detection system leveraging semi-supervised machine learning models that require no prior attack knowledge for detecting anomalies. We demonstrate our techniques with a case study on a real SoC for a connected autonomous vehicle system and find up to 96% detection accuracy.
Naorin Hossain, William Santiago Fernandez, et al.
ICMC 2024
Naorin Hossain, Alper Buyuktosunoglu, et al.
ISCA 2024
Michael Floyd, Malcolm Ware, et al.
IBM J. Res. Dev
Ruhi Sarikaya, Alper Buyuktosunoglu
IISWC 2007