⚑ Cyber Duel in Smart Infrastructures: Security Analysis with XAI and Digital Twin Perspective β€” Simulation Platform for CPS Scenarios

🌍 REAL-WORLD DOCUMENTED SCENARIOS β€” click to pre-load parameters
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Attack Parameters
Perturbation Ξ΅0.080
0.005 imperceptible0.35 overt
Attack Method
Defense Parameters
Defense Strategy
DER Physics
Voltage ToleranceΒ±10%
Frequency ToleranceΒ±2%
Attack Iterations10
Experiment
Number of Rounds10
Attack Success
0%
Detection Rate
0%
Avg Lβ‚‚ Norm
β€”
Attacker Str
0.30
Defender Str
0.30
Strength Evolution
Live Battle Feed
Awaiting battle…
SHAP-style Feature Attribution

Which features drove the attack/detection decision?

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Perturbation Anatomy β€” Ξ” per Feature

Feature shift from clean to adversarial sample.

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Decision Boundary Trace
Evasion Curve β€” Ξ΅ vs P(Detection)

Detection probability across epsilon range.

Grid Topology β€” DER Node Status

Updates live each battle round. Node type determines which metric is shown.

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Physical State β€” Latest Round
Run a battle first
Voltage Deviation Ξ”V
Frequency Deviation Ξ”f
THD Deviation
Lβ‚‚ Perturbation Norm
Mahalanobis Distance vs Threshold ΞΈ
Ξ΅ vs Anomaly Score β€” Scatter
Attacker vs Defender β€” Radar
Attack Techniques
Defense Techniques
Real-World Incidents & XAI / Digital Twin