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- research-articleJuly 2021
Metrics and methods for robustness evaluation of neural networks with generative models
Machine Language (MALE), Volume 112, Issue 10Oct 2023, Pages 3977–4012https://doi.org/10.1007/s10994-021-05994-9AbstractRecent studies have shown that modern deep neural network classifiers are easy to fool, assuming that an adversary is able to slightly modify their inputs. Many papers have proposed adversarial attacks, defenses and methods to measure robustness ...