most citedRefining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment

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cs.CR2026

Workspace Topology as an Attack Vector in Agentic Coding Assistants

Alexandre G. R. Day, Pradeep Yadlapalli, Sriram Venkatapathy +9

Agentic coding assistants are finding widespread use, not just in new code development but in quickly ingesting and leveraging third-party code. This opens up a risk of malicious c…

cs.CR2026

Adaptive Instruction Composition for Automated LLM Red-Teaming

Jesse Zymet, Andy Luo, Swapnil Shinde +2

Many approaches to LLM red-teaming leverage an attacker LLM to discover jailbreaks against a target. Several of them task the attacker with identifying effective strategies through…