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Log Anomaly Detection on CERT Scenario 2 r4.2
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97
Precision
Ours
59.56
69.28
79
88.72
Jan 18, 2026
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
Ours
Granularity=168h
2026.01
97
98
98
Ours
Granularity=24h
2026.01
96
95
96
Ours
Granularity=72h
2026.01
96
97
96
ITDLM
Granularity=168h
2026.01
92
93
93
DWT-OCSVM
Granularity=24h
2026.01
90
59
72
ITDLM
Granularity=72h
2026.01
86
89
90
DWT-OCSVM
Granularity=72h
2026.01
85
77
81
ITDLM
Granularity=24h
2026.01
83
87
83
MWCapsNet
Granularity=72h
2026.01
82
95
88
MWCapsNet
Granularity=168h
2026.01
80
97
88
MWCapsNet
Granularity=24h
2026.01
79
80
80
CATE
Granularity=24h
2026.01
77
87
82
CATE
Granularity=72h
2026.01
76
93
84
DWT-OCSVM
Granularity=168h
2026.01
74
93
83
CATE
Granularity=168h
2026.01
61
96
75
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