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3 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. SceneJail: Exploiting Video Scenario Context to Jailbreak Multimodal LLMs

    Sep 30, 2026Wenyu Chen, Li Wang, Chuanchao Zang +5Jailbreak AttacksVideo Multimodal Large Language Models

    Shandong University

  2. Before the Arrest: Benchmarking LLMs on Criminal Profiling from Incomplete Evidence

    Sep 17, 2026Yutong Yao, Yanjie Cao, Guanhua Chen +5MljaildeViolence Detection

    NLP2CT Lab, Faculty of Information Science and Computing, University of Macau · Faculty of Social Sciences, University of Macau

  3. Tasks over Application Manuals: Revealing Gaps in Long-Horizon Procedural Reasoning for Language Models

    Sep 14, 2026Utkarsh Soni, Syed Shariyar Murtaza, Yifan Nie +2Large Language Model BenchmarksNatural Language Processing

    Manulife Pittsburgh, United States · Manulife Toronto, Canada · Manulife Bangalore, India

  4. DuplexJail: Spoken Interruption Attacks on Full-Duplex Speech Models

    Sep 8, 2026Jaechul Roh, Deepak Chandran, Amir Houmansadr +1Full-Duplex Speech ModelsAttack-Success Rate

    University of Massachusetts Amherst · Dolby Laboratories

  5. What Happens to Accuracy When Photo Lineups Contain Non-Mated Rank-One Images From Large Galleries?

    Jul 23, 2026Genesis Argueta, Kevin W. Bowyer, Michael King +1Face Recognition ModelWitnesses

    University of Notre Dame Notre Dame, USA · Florida Institute of Technology Melbourne, USA

  6. How Formerly Incarcerated People Envision Technologies for Prison Parole

    Jul 17, 2026Saiph Savage, Jesse Nava, Wanqing Iris Zhou +1MljaildeTechnology

    Northeastern University, USA · San Diego State University (SDSU), USA · Brandeis University, USA

  7. PixJail: Self-Evolving Paper-to-Pipeline Reproduction for Text-to-Image Jailbreak Evaluation

    Jun 23, 2026Leyi Sheng, Han Sun, Zhen Sun +4Text-To-ImageJailbreak Attacks

    1The Hong Kong University of Technology and Science (Guangzhou) · 2East China Normal University · 3Shanghai Qi Zhi Institute +4

  8. Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity

    Jun 12, 2026Daniel Lee, Harsh Sharma, Eunkyu Park +5Llm-As-A-JudgeLarge Language Model Alignment

    Salesforce AI Research · University of Colorado Boulder · Carnegie Mellon University +2

  9. Beyond Probabilistic Similarity: Structural, Temporal, and Causal Limitations of Retrieval-Augmented Generation in the Legal Domain

    Jun 8, 2026Hudson de MartimLegal DomainCausal

    Federal Senate of Brazil, Brasília, Brazil

  10. The Cases LJP Never Sees: Prosecution Decision Prediction for More Complete Criminal Liability Assessment

    May 27, 2026Junyu Lu, Qi Wei, Peishuo Zheng +6MljaildeAssessment

    1Beijing Institute of Technology, Zhuhai · 2Osaka University · 3Xi’an University of Technology +2

  11. OrchJail: Jailbreaking Tool-Calling Text-to-Image Agents by Orchestration-Guided Fuzzing

    May 8, 2026Jianming Chen, Yawen Wang, Junjie Wang +3Jailbreak AttacksFuzzing

    Institute of Software, Chinese Academy of Sciences, Beijing, China · Science & Technology on Integrated Information System Laboratory, Beijing, China · State Key Laboratory of Complex System Modeling and Simulation Technology, Beijing, China +1

  12. One Jailbreak, Many Tongues: Learning Language-Insensitive Intention Representations for Multilingual Jailbreak Detection

    Apr 22, 2026Shuyu Jiang, Kaiyu Xu, Xingshu Chen +5Large Language Model JailbreaksMultilingual Safety

    School of Cyber Science and Engineering, Sichuan University, Chengdu, 610065, China · School of Computer Science and Engineering, Nanyang Technological University · School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 611731, China

  13. PRISON: Unmasking the Criminal Potential of Large Language Models

    Jun 19, 2025Xinyi Wu, Geng Hong, Pei Chen +3MljaildeComplex Societies

    Fudan University · Shanghai Innovation Institute