Title
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs Zixuan Weng Xiaolong Jin Jinyuan Jia Xiaotian Zhang AAML 149 0 0 27 Feb 2025
Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs Shiyu Xiang Ansen Zhang Yanfei Cao Yang Fan Ronghao Chen AAML 62 0 0 26 Feb 2025
Shh, don't say that! Domain Certification in LLMs Cornelius Emde Alasdair Paren Preetham Arvind Maxime Kayser Tom Rainforth Thomas Lukasiewicz Guohao Li Philip H. S. Torr Adel Bibi 53 1 0 26 Feb 2025
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems Matthew Barker Andrew Bell Evan Thomas James Carr Thomas Andrews Umang Bhatt 87 1 0 25 Feb 2025
Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language Models Konstantina Palla José Luis Redondo García C. Hauff Francesco Fabbri Henrik Lindström Daniel R. Taber Andreas Damianou M. Lalmas AILaw 67 0 0 25 Feb 2025
Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs Giulio Zizzo Giandomenico Cornacchia Kieran Fraser Muhammad Zaid Hameed Ambrish Rawat Beat Buesser Mark Purcell Pin-Yu Chen P. Sattigeri Kush R. Varshney AAML 43 2 0 24 Feb 2025
AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement Zhexin Zhang Leqi Lei Junxiao Yang Xijie Huang Yida Lu ... Xianqi Lei C. Pan Lei Sha Hairu Wang Minlie Huang AAML 48 0 0 24 Feb 2025
Maybe I Should Not Answer That, but... Do LLMs Understand The Safety of Their Inputs? Maciej Chrabąszcz Filip Szatkowski Bartosz Wójcik Jan Dubiñski Tomasz Trzciñski 54 0 0 22 Feb 2025
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation Lijun Li Zhelun Shi Xuhao Hu Bowen Dong Yiran Qin Xihui Liu Lu Sheng Jing Shao 114 1 0 21 Feb 2025
Drift: Decoding-time Personalized Alignments with Implicit User Preferences Minbeom Kim Kang-il Lee Seongho Joo Hwaran Lee Thibaut Thonet Kyomin Jung AI4TS 121 1 0 20 Feb 2025
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering Sichu Liang Linhai Zhang Hongyu Zhu Wenwen Wang Yulan He Deyu Zhou RALM 48 0 0 19 Feb 2025
UniGuardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language Models Huawei Lin Yingjie Lao Tong Geng Tan Yu Weijie Zhao AAML SILM 79 2 0 18 Feb 2025
Computational Safety for Generative AI: A Signal Processing Perspective Pin-Yu Chen 76 1 0 18 Feb 2025
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing Yi Wang Fenghua Weng Songlin Yang Zhan Qin Minlie Huang Wenjie Wang KELM AAML 53 0 0 17 Feb 2025
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities Fengqing Jiang Zhangchen Xu Yuetai Li Luyao Niu Zhen Xiang Bo-wen Li Bill Yuchen Lin Radha Poovendran KELM ELM LRM 83 14 0 17 Feb 2025
Prompt Inject Detection with Generative Explanation as an Investigative Tool Jonathan Pan Swee Liang Wong Yidi Yuan Xin Wei Chia SILM 51 0 0 16 Feb 2025
Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks Ang Li Yin Zhou Vethavikashini Chithrra Raghuram Tom Goldstein Micah Goldblum AAML 83 7 0 12 Feb 2025
Adversarial ML Problems Are Getting Harder to Solve and to Evaluate Javier Rando Jie Zhang Nicholas Carlini F. Tramèr AAML ELM 61 3 0 04 Feb 2025
Peering Behind the Shield: Guardrail Identification in Large Language Models Ziqing Yang Yixin Wu Rui Wen Michael Backes Yang Zhang 63 1 0 03 Feb 2025
GuardReasoner: Towards Reasoning-based LLM Safeguards Yue Liu Hongcheng Gao Shengfang Zhai Jun-Xiong Xia Tianyi Wu Zhiwei Xue Y. Chen Kenji Kawaguchi Jiaheng Zhang Bryan Hooi AI4TS LRM 131 14 0 30 Jan 2025
Smoothed Embeddings for Robust Language Models Ryo Hase Md. Rafi Ur Rashid Ashley Lewis Jing Liu T. Koike-Akino K. Parsons Yunhong Wang AAML 46 0 0 27 Jan 2025
Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment Melissa Kazemi Rad Huy Nghiem Andy Luo Sahil Wadhwa Mohammad Sorower Stephen Rawls AAML 93 2 0 22 Jan 2025
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates Kaifeng Lyu Haoyu Zhao Xinran Gu Dingli Yu Anirudh Goyal Sanjeev Arora ALM 82 44 0 20 Jan 2025
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs Hrithik Majumdar Shibu Shrestha Datta Md. Sumon Miah Nasrullah Sami Mahruba Sharmin Chowdhury Md. Saiful Islam 64 0 0 17 Jan 2025
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions Doaa Mahmud Hadeel Hajmohamed Shamma Almentheri Shamma Alqaydi Lameya Aldhaheri R. A. Khalil Nasir Saeed AI4TS 38 5 0 08 Jan 2025
Behind Closed Words: Creating and Investigating the forePLay Annotated Dataset for Polish Erotic Discourse Anna Kołos Katarzyna Lorenc Emilia Wisnios Agnieszka Karlinska 36 0 0 08 Jan 2025
MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue Fengxiang Wang Ranjie Duan Peng Xiao Xiaojun Jia Shiji Zhao ... Hang Su Jialing Tao Hui Xue Jun Zhu Hui Xue LLMAG 64 7 0 08 Jan 2025
Diverse and Effective Red Teaming with Auto-generated Rewards and Multi-step Reinforcement Learning Alex Beutel Kai Y. Xiao Johannes Heidecke Lilian Weng AAML 43 3 0 24 Dec 2024
The Evolution of LLM Adoption in Industry Data Curation Practices Crystal Qian Michael Xieyang Liu Emily Reif Grady Simon Nada Hussein Nathan Clement James Wexler Carrie J. Cai Michael Terry Minsuk Kahng AILaw ELM 77 4 0 20 Dec 2024
JailPO: A Novel Black-box Jailbreak Framework via Preference Optimization against Aligned LLMs Hao Li Jiawei Ye Jie Wu Tianjie Yan Chu Wang Zhixin Li AAML 72 0 0 20 Dec 2024
Lightweight Safety Classification Using Pruned Language Models Mason Sawtell Tula Masterman Sandi Besen Jim Brown 94 2 0 18 Dec 2024
SpearBot: Leveraging Large Language Models in a Generative-Critique Framework for Spear-Phishing Email Generation Qinglin Qi Yun Luo Yijia Xu Wenbo Guo Yong Fang AAML 86 2 0 15 Dec 2024
SafetyDPO: Scalable Safety Alignment for Text-to-Image Generation Runtao Liu Chen I Chieh Jindong Gu Jipeng Zhang Renjie Pi Qifeng Chen Philip H. S. Torr Ashkan Khakzar Fabio Pizzati EGVM 109 0 0 13 Dec 2024
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice A. Feder Cooper Christopher A. Choquette-Choo Miranda Bogen Matthew Jagielski Katja Filippova ... Abigail Z. Jacobs Andreas Terzis Hanna M. Wallach Nicolas Papernot Katherine Lee AILaw MU 93 10 0 09 Dec 2024
Towards Data Governance of Frontier AI Models Jason Hausenloy Duncan McClements Madhavendra Thakur 74 1 0 05 Dec 2024
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach T. T. Wang John Hughes Henry Sleight Rylan Schaeffer Rajashree Agrawal Fazl Barez Mrinank Sharma Jesse Mu Nir Shavit Ethan Perez AAML 92 4 0 03 Dec 2024
Time-Reversal Provides Unsupervised Feedback to LLMs Yerram Varun Rahul Madhavan Sravanti Addepalli A. Suggala Karthikeyan Shanmugam Prateek Jain LRM SyDa 64 0 0 03 Dec 2024
Sensitive Content Classification in Social Media: A Holistic Resource and Evaluation Dimosthenis Antypas Indira Sen Carla Pérez-Almendros Jose Camacho-Collados Francesco Barbieri 69 1 0 29 Nov 2024
Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models Shuyang Hao Bryan Hooi Jiaheng Liu Kai-Wei Chang Zi Huang Yujun Cai AAML 92 1 0 27 Nov 2024
Safe to Serve: Aligning Instruction-Tuned Models for Safety and Helpfulness Avinash Amballa Durga Sandeep Saluru Gayathri Akkinapalli Abhishek Sureddy Akshay Kumar Sureddy ALM 90 0 0 26 Nov 2024
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 120 67 0 25 Nov 2024
ChemSafetyBench: Benchmarking LLM Safety on Chemistry Domain Haochen Zhao Xiangru Tang Ziran Yang Xiao Han Xuanzhi Feng ... Senhao Cheng Di Jin Yilun Zhao Arman Cohan Mark B. Gerstein ELM 83 1 0 23 Nov 2024
Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings Aaron Zheng Mansi Rana Andreas Stolcke 75 1 0 21 Nov 2024
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Xinyan Guan Yanjiang Liu Xinyu Lu Boxi Cao Xianpei Han ... Le Sun Jie Lou Bowen Yu Yaojie Lu Hongyu Lin ALM 83 2 0 18 Nov 2024
The Dark Side of Trust: Authority Citation-Driven Jailbreak Attacks on Large Language Models Xikang Yang Xuehai Tang Jizhong Han Songlin Hu 68 0 0 18 Nov 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 30 9 0 16 Nov 2024
Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations Jianfeng Chi Ujjwal Karn Hongyuan Zhan Eric Michael Smith Javier Rando Yiming Zhang Kate Plawiak Zacharie Delpierre Coudert Kartikeya Upasani Mahesh Pasupuleti MLLM 3DH 49 20 0 15 Nov 2024
Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey Xuannan Liu Xing Cui Peipei Li Zekun Li Huaibo Huang Shuhan Xia Miaoxuan Zhang Yueying Zou Ran He AAML 67 8 0 14 Nov 2024
PyGen: A Collaborative Human-AI Approach to Python Package Creation Saikat Barua Mostafizur Rahman Md Jafor Sadek Rafiul Islam Shehnaz Khaled Md. Shohrab Hossain 44 1 0 13 Nov 2024
New Emerged Security and Privacy of Pre-trained Model: a Survey and Outlook Meng Yang Tianqing Zhu Chi Liu Wanlei Zhou Shui Yu Philip S. Yu AAML ELM PILM 61 1 0 12 Nov 2024