HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks

Mojan Javaheripi, Farinaz Koushanfar

We propose HASHTAG, the first framework that enables high-accuracy detection of fault-injection attacks on Deep Neural Networks (DNNs) with provable bounds on detection performance…