Going Deep: Using deep learning techniques with simplified mathematical models against XOR BR and TBR PUFs (Attacks and Countermeasures)

no code implementations • 9 Sep 2020 • Mahmoud Khalafalla, Mahmoud A. Elmohr, Catherine Gebotys

Consequently, A new obfuscated architecture is introduced as a first step to counter DL modeling attacks and it showed significant resistance against such attacks (16% - 40% less accuracy).