80 citations · 221 across the 26 of their papers we have counts for
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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…
cs.CR2017★ 2 cited
DeepSecure: Scalable Provably-Secure Deep Learning
Bita Darvish Rouhani, M. Sadegh Riazi, Farinaz Koushanfar
This paper proposes DeepSecure, a novel framework that enables scalable execution of the state-of-the-art Deep Learning (DL) models in a privacy-preserving setting. DeepSecure targ…