PUFs Deep Attacks: Enhanced modeling attacks using deep learning techniques to break the security of double arbiter PUFs. - Mahmoud Khalafalla; Catherine H. Gebotys (DATE, 2019)

Going Deep: Using deep learning techniques with simplified mathematical models against XOR BR and TBR PUFs (Attacks and Countermeasures). - Mahmoud Khalafalla; Mahmoud A. Elmohr; Catherine H. Gebotys (HOST, 2020)

Comprehensive study of physical unclonable functions on FPGAs: correlation driven Implementation, deep learning modeling attacks, and countermeasures. - Mahmoud Khalafalla (2020)