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20162023
most citedWild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning

148 citations · 230 across the 7 of their papers we have counts for

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cs.CR2016

Adversarial Perturbations Against Deep Neural Networks for Malware Classification

Kathrin Grosse, Nicolas Papernot, Praveen Manoharan +2

Deep neural networks, like many other machine learning models, have recently been shown to lack robustness against adversarially crafted inputs. These inputs are derived from regul…