AIBullisharXiv – CS AI · Apr 107/10
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SALLIE: Safeguarding Against Latent Language & Image Exploits
Researchers introduce SALLIE, a lightweight runtime defense framework that detects and mitigates jailbreak attacks and prompt injections in large language and vision-language models simultaneously. Using mechanistic interpretability and internal model activations, SALLIE achieves robust protection across multiple architectures without degrading performance or requiring architectural changes.