Why adversarial training can hurt robust accuracy

Jacob Clarysse, Julia Hörrmann, Fanny Yang

Machine learning classifiers with high test accuracy often perform poorly under adversarial attacks. It is commonly believed that adversarial training alleviates this issue. In thi…