$AUDIT auditing

Latest papers

1. LeakBench: Auditing Reward Hacking through Prediction-Time Leakage in Clinical Modeling Agents cs.CR · 19 Oct · 1 hit

   Autonomous clinical-modeling agents can optimize predictive performance while violating conditions that make…

2. Auditing Semantic and Relational Reliability in Open-Vocabulary Human-Object Interaction Evaluation cs.CV · 19 Oct · 1 hit

   Open-vocabulary human-object interaction detectors describe interactions in free text, and this creates a…

3. A Cue's Hidden Price: Auditing Seller Influence on AI Shoppers cs.AI · 19 Oct · 2 hits

   …choice rate can no longer show how much stronger one cue is than another. We introduce price-equivalent (PE) auditing, which removes this ceiling by pricing the cue in money. In a counterbalanced, position-controlled…

4. Causal Humility: Governing the Authority of Fairness Claims Under Causal Uncertainty cs.CY · 19 Oct · 1 hit

   …decisions in employment, lending, healthcare, and public services, making fairness an important problem for auditing and governance. Fairness assessment often requires more than identifying disparities in outcomes; it…

5. How Effectively Do Security Skills Guide Coding Agents in Vulnerability Detection in Linux Kernel? cs.CR · 19 Oct · 1 hit

   Large language model (LLM) coding agents, such as Claude Code, are increasingly used for security auditing, with task-specific skills providing reusable vulnerability-analysis procedures. However, their…

6. Auditing Tool Traces in Agentic LLMs: Source Localization and Counterfactual Dependence Testing cs.AI · 18 Oct · 1 hit

   Agentic LLMs increasingly support scientific prediction by grounding decisions in external evidence. In…

7. Complementary Vulnerabilities: Auditing and Governing Clinician-LLM Error Overlap cs.CY · 18 Oct · 1 hit

   Health systems are deploying large language models (LLMs) into clinical workflows, often on the assumption…

8. Don't Judge an Agent by Its Messages: Private-State Leakage under Passive Monitoring of Agent Communication cs.CR · 18 Oct · 1 hit

   …rate, even for a receiver that shares a key with the sender. These results distinguish what passive auditing can certify from what restricting communication can enforce.