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Benchmarks
Cyber-attack detection on Case 39 bus system (test)
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99.5
Accuracy
PIGTN
92.74
94.495
96.25
98.005
Feb 16, 2026
Accuracy
Precision
True Positive Rate
False Positive Rate
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
True Positive Rate
False Positive Rate
F1 Score
PIGTN
2026.02
99.5
100
98.9
0
99.5
GraphSAGE
2026.02
99.4
99.9
98.9
0.02
99.4
PIGCN
2026.02
98.7
100
97.3
0
98.6
GTN
2026.02
98.5
100
97.1
0
98.5
PIGDN
2026.02
98.5
100
96.9
0
98.4
GAT
2026.02
97.2
100
94.4
0
97.1
GDN
2026.02
93.4
99.8
87
0.21
92.9
GCN
2026.02
93
99.8
86.1
0.17
92.5
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