AI Agent Auditing

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38 papers in the last four weeks, up 1167% on the four weeks before. 0.4% of all new papers.

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  1. What Output-Only Review Cannot Verify: Study Contracts for Research Agents

    Oct 8, 2026Eitan Waks, Ben GlockerLLM Agent VerificationAI Agent Auditing

    Department of Computing, Imperial College London

  2. GROB: A Multi-Agent Architecture for Public-Trace Investigation of Candidate Agentic Activity

    Oct 8, 2026Chiara Bonfanti, Cataldo BasileAI Agent AuditingData Provenance

    Politecnico di Torino

  3. OOM-RL II: Reality Is an Oracle, Not a Debugger Provenance-Constrained Diagnosis in Continually Evolving Agent-Engineered Systems

    Oct 7, 2026Kun Liu, Liqun ChenData ProvenanceAI Agent Auditing

  4. The Harness as the Only Mutable Surface: Compliance-Bounded Self-Evolution of LLM Agents in Credit Pipelines, with a Measured Admission Gate

    Oct 7, 2026Ravil AkhtyamovLLM Agent Self-ImprovementAI Agent Governance

    Digital Economy Lab

  5. Learning to Report Unsafe Tasks in a Multi-Agent Game

    Oct 6, 2026Avyay M. Casheekar, Hariganesh TangiralaAI Agent SafetyMulti-Agent Systems

    University of Michigan Law School Ann Arbor, USA · School of Computing National University of Singapore Singapore, Singapore

  6. Transect: Retaining Observability for Long-Horizon LLM Agent Evaluations

    Oct 6, 2026Toby D. Pilditch, Konstantinos Voudouris, Alexandra Abbas +1LLM Agent EvaluationLong-Horizon Agent Evaluation

    UK AI Security Institute

  7. Visual Orchestration Tax in Agentic VLM Pipelines: Auditing and Certifying Visual Evidence Reuse

    Oct 6, 2026Lingteng ZengVLM EvaluationAI Agent Auditing

    Faculty of Engineering, The Chinese University of Hong Kong Hong Kong, China

  8. One Step at a Time: Trading LLM Autonomy for Process Predictability

    Oct 6, 2026Hans Schabert, Christoph PetersAI Agent AuditingBusiness Process Automation

    Amazon Web Services · University of the Bundeswehr Munich

  9. EIO-Agents: The Missing Semantic Layer for AI Agent Evaluation

    Oct 6, 2026Fouad BousetouaneAI Agent AuditingAI Agent Evaluation

    The University of Chicago, USA

  10. Auditable Claims about AI Agents

    Oct 5, 2026Yue Zhao, Jiate Li, Li Li +4AI AssuranceAI Accountability

    University of Southern California, Los Angeles, CA, USA · Arizona State University, Tempe, AZ, USA

  11. ANT: A Multi-Granularity Network Traffic Dataset and Benchmark for Agents Behavior Auditing

    Oct 5, 2026Fan Li, Xiangyu Gao, Zixuan Liu +4AI Agent AuditingAI Agent Security Benchmarks

    Tsinghua University, Beijing, China · Zhongguancun Laboratory, Beijing, China · Renmin University of China, Beijing, China +1

  12. AgentPrivArena: Evaluating and Auditing Real-world AI Agent Privacy

    Oct 5, 2026Shouju Wang, Haopeng ZhangAI Agent AuditingLLM Agent Evaluation

    University of North Carolina at Charlotte

  13. Correct Code, Broken Contributions? SWE-CC: Benchmarking Repository Policy Compliance for Coding Agents

    Oct 5, 2026Hai Dang Truong, Rayner Goh, Thanh Le-Cong +1AI Agent AuditingCoding Agents

    Singapore Management University · Singapore University of Technology and Design

  14. AgentSpy: Making AI Agent Behavior Observable

    Oct 5, 2026Christoph Bühler, Matteo Biagiola, Luca Di Grazia +1AI Agent ReliabilityAI Agent Auditing

    University of St. Gallen, St. Gallen, SG, Switzerland · University of St. Gallen and Università della Svizzera italiana (USI), St. Gallen and Lugano, SG and TI, Switzerland

  15. Measurement-First Auditing of Agentic Leaderboards: Contamination Susceptibility, Matched-Control Re-evaluation, and Scorer Validation

    Oct 5, 2026Dishu Yang, Qi Su, Hongbo Qin +1Benchmark AuditingAI Agent Auditing

    Khoury College of Computer Sciences Northeastern University San Jose, CA, USA · School of Engineering and Applied Science The George Washington University Bellevue, WA, USA · Khoury College of Computer Sciences Northeastern University Boston, MA, USA +1

  16. Topology-Conditioned Backdoors: Language Models That Insert Vulnerabilities When They Infer They Are in a Multi-Agent System

    Oct 5, 2026Keegan Wang, Anantika MannbyLLM Backdoor AttacksAI Agent Auditing

    Carnegie Mellon University Prosaic Intelligence · University of Southern California Prosaic Intelligence

  17. Blocking at the Boundary: Auditing Long-Horizon Agents against Staged Prompt Injection

    Oct 4, 2026Jingkai Liu, Yufei Han, Xiaoting Lyu +2Prompt InjectionAI Agent Auditing

    Beijing Jiaotong University · Mohamed bin Zayed University of Artificial Intelligence · INRIA Rennes-Bretagne-Atlantique +1

  18. SoK: Decentralized Agent Economic Infrastructure

    Oct 1, 2026Rui Sun, Xihan Xiong, Qin Wang +5AI Agent AuditingAgentic Workflows

    Newcastle University, UK · University of Bristol, UK · CSIRO, Australia +5

  19. Auditing Web Agent Evaluation on WebArena-Lite: Human Review of Outcomes and Trajectories

    Oct 1, 2026Chengguang Gan, Zimeng He, Yoshihiro Tsujii +3AI Agent AuditingWeb Agent Benchmarks

    Techtouch, Inc. · Institute of Science Tokyo

  20. Verify Claims, Not Scores: Evidence-Based Verification of Modular Agents

    Oct 1, 2026Ali Atiah AlzahraniAI Agent AuditingAgent Evaluation

  21. Auditing Action Settlement in LLM Agent Environments: Order, Progress, and Replay

    Oct 1, 2026Haotian Chen, Bowen Ye, Yuning Zhang +1Multi-Agent LLM SystemsAI Agent Auditing

    School of Cyber Science and Technology, University of Science and Technology of China · School of Education, Shanghai Jiao Tong University · SWJTU-Leeds Joint School, Southwest Jiaotong University

  22. Beyond Final Accuracy: Auditing Communication in LLM Multi-Agent Systems

    Oct 1, 2026Shixuan Li, Wei Yang, Peiyu Zhang +3Multi-Agent LLM SystemsAI Agent Auditing

    Ming Hsieh Department of Electrical and Computer Engineering University of Southern California, Los Angeles, CA 90089, USA · Thomas Lord Department of Computer Science University of Southern California, Los Angeles, CA 90089, USA

  23. Groundability, Not Scale Alone: When Weak Reviewers Can Audit Strong Coding Agents

    Oct 1, 2026Junyu Guo, Shangding Gu, Ming Jin +1AI Agent AuditingCode Generation Evaluation

    University of California, Berkeley · Virginia Tech

  24. FORALL-LEAN-AGENT for Auditable Reasoning in Formal Mathematics and Software Verification

    Oct 1, 2026Naing Oo LwinAI Agent AuditingFormal Verification

    Astrio Labs

  25. Who Verifies the Graph? Misspecification Attacks on Causal Action Verification for Language Agents

    Sep 30, 2026Fabio RovaiAI Agent AuditingModel Misspecification

    The Tesseract Academy London, United Kingdom

  26. From Verification Failures to Reusable Guidance for Coding Agents

    Sep 30, 2026Yuqing Zhai, Xiaohong Chen, Lingming Zhang +2AI Agent AuditingCoding Agents

    University of Illinois Urbana-Champaign

  27. Where Do Multi-Agent Systems Fail? Evidence-Grounded Diagnosis of Collective Mechanisms

    Sep 30, 2026Zhengye HanAgent Failure AnalysisAI Agent Auditing

    New York University New York, NY, USA

  28. Where the Evidence Lives: Auditing AI Companions' Self-Descriptions

    Sep 30, 2026Seiya Ikeda, Shin-nosuke IshikawaAI Agent AuditingAI Companions

    AI Consulting Division, Mamezo Co., Ltd. Tokyo, Japan · AI Technical Sector, Mamezo Co., Ltd. Tokyo, Japan · Graduate School of Artificial Intelligence and Science, Rikkyo University Tokyo, Japan

  29. Where Scientific Search Agents Fail: Decision-Checkpoint Auditing of Exposure and Inspection Attempts

    Sep 29, 2026Hongmin Li, Wanli ZhaoAI Agent AuditingScientific QA

    School of Life Science and Technology, Institute of Science Tokyo Tokyo, Japan · Department of Computational Biology and Medical Sciences Graduate School of Frontier Sciences, The University of Tokyo Kashiwa, Japan · Department of Information Science Graduate School of Advanced Science and Engineering, Hiroshima University Higashihiroshima, Japan

  30. A Competing-Hazards Systematization of Loss of Control in Autonomous Agents

    Sep 29, 2026Mohamed Aly BoukeAgent Failure AnalysisAI Agent Auditing

    Centre for Intelligent Cloud Computing, CoE for Advanced Cloud, Faculty of Information Science and Technology, Multimedia University, Jalan Ayer Keroh Lama, Bukit Beruang, 75450, Melaka, Malaysia