208 citations · 588 across the 22 of their papers we have counts for
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cs.CR2018
A note on hyperparameters in black-box adversarial examples
Jamie Hayes
Since Biggio et al. (2013) and Szegedy et al. (2013) first drew attention to adversarial examples, there has been a flood of research into defending and attacking machine learning…
cs.LG2018★ 20 cited
Evading classifiers in discrete domains with provable optimality guarantees
Bogdan Kulynych, Jamie Hayes, Nikita Samarin +1
Machine-learning models for security-critical applications such as bot, malware, or spam detection, operate in constrained discrete domains. These applications would benefit from h…