Author

H. Malik

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Preprint Aug 2026

ReACT-CLIP: Response-Aware Test-Time Defense for Vision--Language Models

This work introduces ReACT-CLIP, a response-conditioned test-time defense that separately determines how strongly each input should be corrected and whether defensive intervention is necessary, and quantifies this variation using a prediction-instability score computed by Jensen--Shannon divergence and combines it with...

H. Malik, Toluwani Aremu, Samuele Poppi et al. · 0 citations