Open access
Aug 2026
Adversarially Robust Hardware Trojan Detection with Synthetic Data Augmentation
This paper evaluates the robustness of the Support Vector Machine (SVM) classifier, a leading algorithm in state-of-the-art HT detection frameworks, under gradient-based adversarial attacks, and highlights the need to reframe hardware security evaluations beyond nominal accuracy toward adversarial robustness.
Ashutosh Ghimire, Lingwei Chen, Cole Castronova et al.
· Journal of electronic testin... · 0 citations