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• Towards Benchmarking Privacy Vulnerabilities in Selective Forgetting with Large Language Models

  Wei Qian, Chenxu Zhao, Yangyi Li, Mengdi Huai

  37839-37848

  2026-03-14

• Backdoor Attacks on Open Vocabulary Object Detectors via Multi-Modal Prompt Tuning

  Ankita Raj, Chetan Arora

  37849-37857

  2026-03-14

• Chain-of-Thought Driven Adversarial Scenario Extrapolation for Robust Language Models

  Md Rafi Ur Rashid, Vishnu Asutosh Dasu, Ye Wang, Gang Tan, Shagufta Mehnaz

  37858-37866

  2026-03-14

• FindTheFlaws: Annotated Errors for Detecting Flawed Reasoning and Scalable Oversight Research

  Gabriel Recchia, Chatrik Singh Mangat, Issac Li, Gayatri Krishnakumar

  37867-37876

  2026-03-14

• Confirmation Bias: A Challenge for Scalable Oversight

  Gabriel Recchia, Chatrik Singh Mangat, Jinu Nyachhyon, Mridul Sharma, Callum Canavan, Dylan Epstein-Gross, Muhammed Abdulbari

  37877-37886

  2026-03-14

• Mind the Gap: Quantifying and Aligning Human-AI Visual Attention for Accident Anticipation

  Hoe Sung Ryu, Christian Wallraven

  37887-37895

  2026-03-14

• Polarity-Aware Probing for Quantifying Latent Alignment in Language Models

  Sabrina Sadiekh, Elena Ericheva, Chirag Agarwal

  37896-37903

  2026-03-14

• Detecting Compute Structuring in AI Governance Is Likely Feasible

  Emmanouil Seferis, Timothy Fist

  37904-37912

  2026-03-14

• Tight Robustness Certification Through the Convex Hull of ℓ₀ Attacks

  Yuval Shapira, Dana Drachsler-Cohen

  37913-37922

  2026-03-14

• EASE: Practical and Efficient Safety Alignment for Small Language Models

  Haonan Shi, Guoli Wang, Tu Ouyang, An Wang

  37923-37931

  2026-03-14

• Efficient Switchable Safety Control in LLMs via Magic-Token-Guided Co-Training

  Jianfeng Si, Lin Sun, Zhewen Tan, Xiangzheng Zhang

  37932-37940

  2026-03-14

• Beyond Verdicts: Evaluating Language Model Moral Competence

  Aaron J Snoswell, Daniel Kilov, Seth Lazar

  37941-37950

  2026-03-14

• SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking

  Sirnam Swetha, Rui Meng, Shwetha Ram, Tal Neiman, Son Tran, Mubarak Shah

  37951-37960

  2026-03-14

• Persistent Instability in LLM’s Personality Measurements: Effects of Scale, Reasoning, and Conversation History

  Tommaso Tosato, Saskia Helbling, Yorguin-Jose Mantilla-Ramos, Mahmood Hegazy, Alberto Tosato, David John Lemay, Irina Rish, Guillaume Dumas

  37961-37969

  2026-03-14

• Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems

  Xiaoqing Wang, Keman Huang, Bin Liang, Hongyu Li, Xiaoyong Du

  37970-37978

  2026-03-14

• Benchmarking Trustworthiness in Multimodal LLMs for Video Understanding

  Youze Wang, Zijun Chen, Ruoyu Chen, Shishen Gu, Wenbo Hu, Jiayang Liu, Yinpeng Dong, Hang Su, Jun Zhu, Meng Wang, Richang Hong

  37979-37987

  2026-03-14

• STAR-1: Safer Alignment of Reasoning LLMs with 1K Data

  Zijun Wang, Haoqin Tu, Yuhan Wang, Juncheng Wu, Yanqing Liu, Jieru Mei, Brian R. Bartoldson, Bhavya Kailkhura, Cihang Xie

  37988-37997

  2026-03-14

• CluCERT: Certifying LLM Robustness via Clustering-Guided Denoising Smoothing

  Zixia Wang, Gaojie Jin, Jia Hu, Ronghui Mu

  37998-38006

  2026-03-14

• Safe Multi-agent Reinforcement Learning with Natural Language Constraints

  Ziyan Wang, Meng Fang, Tristan Tomilin, Fei Fang, Yali Du

  38007-38015

  2026-03-14

• Designing Incident Reporting Systems for Harms from General-Purpose AI

  Kevin Wei, Lennart Heim

  38016-38029

  2026-03-14

• HumorReject: Decoupling LLM Safety from Refusal Prefix via a Little Humor

  Zihui Wu, Haichang Gao, Jiacheng Luo, Zhaoxiang Liu

  38030-38038

  2026-03-14

• MCA-Bench: A Multimodal Benchmark for Evaluating CAPTCHA Robustness Against VLM-based Attacks

  Zonglin Wu, Yule Xue, Yaoyao Feng, Xiaolong Wang, Yiren Song

  38039-38047

  2026-03-14

• MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text

  Ronghao Xu, Zhen Huang, Yangbo Wei, Xiaoqian Zhou, Zikang Xu, Ting Liu, Zihang Jiang, S. Kevin Zhou

  38048-38056

  2026-03-14

• When Human Preferences Flip: An Instance-Dependent Robust Loss for RLHF

  Yifan Xu, Xichen Ye, Yifan Chen, Qiaosheng Zhang

  38057-38065

  2026-03-14

• Multi-Faceted Attack: Exposing Cross-Model Vulnerabilities in Defense-Equipped Vision-Language Models

  Yijun Yang, Lichao Wang, Jianping Zhang, Chi Harold Liu, Lanqing Hong, Qiang Xu

  38066-38074

  2026-03-14