50 citations · 112 across the 15 of their papers we have counts for
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cs.CR2020★ 1 cited
Risk Management Framework for Machine Learning Security
Jakub Breier, Adrian Baldwin, Helen Balinsky +1
Adversarial attacks for machine learning models have become a highly studied topic both in academia and industry. These attacks, along with traditional security threats, can compro…
cs.CR2020★ 50 cited
SNIFF: Reverse Engineering of Neural Networks with Fault Attacks
Jakub Breier, Dirmanto Jap, Xiaolu Hou +2
Neural networks have been shown to be vulnerable against fault injection attacks. These attacks change the physical behavior of the device during the computation, resulting in a ch…