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Benchmarks
Cyber-attack detection on Case 14 bus system (test)
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95
Accuracy
PIGTN
76.904
81.602
86.3
90.998
Feb 16, 2026
Accuracy
Precision
True Positive Rate (TPR)
False Positive Rate (FPR)
F1 Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
True Positive Rate (TPR)
False Positive Rate (FPR)
F1 Score
PIGTN
2026.02
95
99.7
90.3
0.23
94.8
GraphSAGE
2026.02
92.7
99.4
86
0.54
92.2
PIGCN
2026.02
92.2
99.4
84.9
0.5
91.6
GDN
2026.02
88.3
99.1
77.2
0.7
86.8
GCN
2026.02
87.1
98.9
75
0.8
85.3
PIGDN
2026.02
84.2
99
69
0.69
81.4
GTN
2026.02
82.9
100
65.8
0
79.4
GAT
2026.02
77.6
93.3
59.4
4.2
72.6
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