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SelfDefend: LLMs Can Defend Themselves against Jailbreaking in...USENIX Security '252025-08-13
SelfDefend implements a shadow LLM that runs in parallel to a target model to detect harmful intent, using two detection templates (direct and intent prompts)…
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Divergence-Aware Testing of Graphics Shader Compiler Back-EndsPLDI 20252025-06-16
ShaDiv generates shader tests that deliberately perturb control and data flow divergence to exercise backend optimizations, uses a divergence-aware generator…
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