Adversarial Attack Detection on ImageNet100 benchmark leaderboard · SOTA2 Research

Adversarial Attack Detection on ImageNet100

99.98Robustness (BIM)EPSAD

Evaluation Results

Method	Links
EPSAD2024.05		99.98	99.89	99.23	99.18	99.72	99.98	99.85	99.23
Perturbation Forgery2024.05		99.11	99.12	98.63	99.31	99.34	99.41	99.27	99.44
SPAD2024.05		98.46	98.51	98.15	98.2	98.23	98.9	98.85	98.11
LID2024.05		97.82	97.5	89.42	91.46	89.77	91.24	92.02	92.27
LiBRe2024.05		92.59	95.48	92.43	87.25	90.13	86.53	87.14	85.73