163 citations · 386 across the 22 of their papers we have counts for
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cs.CR2021
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…
cs.CR2017★ 6 cited
DeepFense: Online Accelerated Defense Against Adversarial Deep Learning
Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi +2
Recent advances in adversarial Deep Learning (DL) have opened up a largely unexplored surface for malicious attacks jeopardizing the integrity of autonomous DL systems. With the wi…