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Benchmarks
Threat Detection on Session Stream (test)
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100
F1 (Account Takeover)
Rules
44.568
58.959
73.35
87.741
Jun 16, 2026
F1 (Account Takeover)
F1 (Insider Abuse)
F1 (Session Hijacking)
F1 (SIM-Swap Indicator)
F1 (Dormant Reactivation)
F1 (BEC Redirection)
Macro F1
Overall F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 (Account Takeover)
F1 (Insider Abuse)
F1 (Session Hijacking)
F1 (SIM-Swap Indicator)
F1 (Dormant Reactivation)
F1 (BEC Redirection)
Macro F1
Overall F1
Rules
2026.06
100
100
0
100
0
0
50
73.3
three-component fusion architecture
Fusion weights (sessio...
2026.06
74
55.6
57.6
42.7
50.4
36.8
52.9
86.7
Isolation Forest
Alias=Iso.F.
2026.06
63.2
46.5
44.7
0
0
0
25.7
62.5
LSTM
Model type=Sequence model
2026.06
46.7
27.8
29.4
18.6
23.8
23.4
28.3
71.3
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