semantic_scholarTehnički Vjesnik2026-08-15
Imbalanced Hardware Trojan Detection Based on Conditional Generative Adversarial Networks
Xiangdong Wang, LI Yan, Xiaobo Hu, Jing Wang, TU Yinzi, Meng Liu, et al.
TL;DR: A conditional generative adversarial networks method that integrates the machine learning with the deep learning to detect the hardware Trojans injected in Register-Transfer Level code and it contributes to enhancing the security and trustworthiness of ICs against hardware Trojan attacks.
: Hardware Trojan (HT) can compromise the security of a system by changing the integrated circuit (IC) functionality and reducing the system ꞌ s reliability. To handle this issue, machine learning has been widely used to analyze the datasets extracted from circuits to detect hard…