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Vishal Khawarey

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Preprint Jul 2026

Beyond Gradient-Based Attacks: Adversarial Robustness and Explainability Stability in Cybersecurity Classifiers

The Explainability Stability Index (ESI), a scalar metric computed from TreeSHAP attribution drift under adversarial perturbation, reported on the same [0,1] scale as the Robustness Index (RI), is introduced.

Mona Rajhans, Vishal Khawarey · 0 citations