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Benchmarks
Intrusion Detection on CIDDS
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99.2
Benign F1
GReaT LLM
85.472
89.036
92.6
96.164
Jan 22, 2026
Benign F1
Attack F1
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Benign F1
Attack F1
Accuracy
GReaT LLM
IDS Model=One-Class SVM
2026.01
99.2
95.5
98.7
TempoNet
IDS Model=LSTM Autoenc...
2026.01
98
83
96
Real
IDS Model=LSTM Autoenc...
2026.01
97
84
95
Real
IDS Model=One-Class SVM
2026.01
97
84.5
95
TempoNet
IDS Model=One-Class SVM
2026.01
96
80.3
93.3
Real
IDS Model=Isolation Fo...
2026.01
95
73
92
TempoNet
IDS Model=Isolation Fo...
2026.01
95
70
91
GReaT LLM
IDS Model=LSTM Autoenc...
2026.01
95
50
91
GReaT LLM
IDS Model=Isolation Fo...
2026.01
86
72
82
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