Active learning for fast and slow modeling attacks on Arbiter PUFs

Vincent Dumoulin, Wenjing Rao, Natasha Devroye

Modeling attacks, in which an adversary uses machine learning techniques to model a hardware-based Physically Unclonable Function (PUF) pose a great threat to the viability of thes…