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Node-level anomaly detection on CTU-13 (chronological split)
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0.9804
ROC AUC
GESR
0.754928
0.813464
0.872
0.930536
May 8, 2026
ROC AUC
PR AUC
TPR @ 1% FPR
TPR @ 5% FPR
Updated 23d ago
Evaluation Results
Method
Method
Links
ROC AUC
PR AUC
TPR @ 1% FPR
TPR @ 5% FPR
GESR
attribution=source-wei...
2026.05
0.9804
0.1618
0.0302
0.9647
Kitsune
maximum autoencoder si...
2026.05
0.9508
0.1713
0.0147
0.7566
Autoencoder
hidden size=128, laten...
2026.05
0.9443
0.1126
0.0234
0.6419
Isolation Forest
trees=200
2026.05
0.875
0.0473
0.0216
0.055
Anomal-E
hidden size=64, output...
2026.05
0.7661
0.03
0.0403
0.1032
GraphSAGE + IF
hidden size=64, output...
2026.05
0.7636
0.0254
0.0017
0.03
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