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Benchmarks
Adversarial Attack Detection on NIPS M-Attack in-domain 17
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100
Precision
Dense
94.488
95.919
97.35
98.781
May 8, 2026
Precision
Recall
F1 Score
Updated 23d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
Dense
Ensemble=false
2026.05
100
87
93
SAEgis
Ensemble=true
2026.05
99
100
99.5
SAEgis
Ensemble=false
2026.05
98.9
95
96.9
Dense
Ensemble=true
2026.05
98.9
95
96.9
SAEgis
Ensemble=false
2026.05
98.7
79
87.7
Dense
Ensemble=true
2026.05
98
100
99
PIP
Ensemble=false
2026.05
97.8
90
93.7
PIP
Ensemble=false
2026.05
97.7
87
92
Dense
Ensemble=false
2026.05
97.7
86
91.4
SAEgis
Ensemble=true
2026.05
94.7
91
92.8
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