Maico Cassel Dos Santos, Tianyu Jia, et al.
ISSCC 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.
Maico Cassel Dos Santos, Tianyu Jia, et al.
ISSCC 2024
Aporva Amarnath, Aaron Councilman, et al.
ISCA 2024
Augusto Vega, Pradip Bose, et al.
HPCA 2012
Naorin Hossain, William Santiago Fernandez, et al.
ICMC 2024