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Benchmarks
Cyber-attack detection on Case IEEE 30 bus system (test)
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93
Accuracy
PIGTN
67.728
74.289
80.85
87.411
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
93
99.4
86.5
0.52
92.5
PIGCN
2026.02
91
99.6
82.3
0.37
90.1
GraphSAGE
2026.02
88.6
99.1
77.9
0.68
87.3
PIGDN
2026.02
85.7
98.7
72.3
0.93
83.5
GCN
2026.02
81.8
99.9
63.7
0.02
77.8
GDN
2026.02
81.7
99.6
63.6
0.25
81.7
GTN
2026.02
78
100
56
0
71.8
GAT
2026.02
68.7
99.8
37.5
0.08
54.6
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