382 citations · 582 across the 21 of their papers we have counts for
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cs.CR2020★ 3 cited
Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification
Erwin Quiring, Lukas Pirch, Michael Reimsbach +2
Machine learning-based systems for malware detection operate in a hostile environment. Consequently, adversaries will also target the learning system and use evasion attacks to byp…
cs.CR2020
Backdooring and Poisoning Neural Networks with Image-Scaling Attacks
Erwin Quiring, Konrad Rieck
Backdoors and poisoning attacks are a major threat to the security of machine-learning and vision systems. Often, however, these attacks leave visible artifacts in the images that…