most citedEfficient and Stealthy Jailbreak Attacks via Adversarial Prompt Distillation from LLMs to SLMs

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cs.LG2026

Measuring Model Robustness via Fisher Information: Spectral Bounds, Theoretical Guarantees, and Practical Algorithms

Chong Zhang, Xiang Li, Jia Wang +2

The robustness of deep neural networks is crucial for safety-critical deployments, yet existing evaluation methods are often attack-dependent and lack interpretability. We propose…