Naorin Hossain, Alper Buyuktosunoglu, et al.
ISCA 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, Alper Buyuktosunoglu, et al.
ISCA 2024
Zhigang Hu, Alper Buyuktosunoglu, et al.
ISLPED 2004
Reinaldo Bergamaschi, Guoling Han, et al.
ASP-DAC 2008
Yongmo Park, Subhankar Pal, et al.
IEEE Computer Architecture Letters