Title
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers Yibo Jiang Goutham Rajendran Pradeep Ravikumar Bryon Aragam CLL KELM 34 6 0 26 Jun 2024
Adversarial Search Engine Optimization for Large Language Models Fredrik Nestaas Edoardo Debenedetti Florian Tramèr AAML 38 4 0 26 Jun 2024
AgentDojo: A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents Edoardo Debenedetti Jie Zhang Mislav Balunović Luca Beurer-Kellner Marc Fischer Florian Tramèr LLMAG AAML 48 25 1 19 Jun 2024
Adversarial Attacks on Large Language Models in Medicine Yifan Yang Qiao Jin Furong Huang Zhiyong Lu AAML 34 4 0 18 Jun 2024
Self and Cross-Model Distillation for LLMs: Effective Methods for Refusal Pattern Alignment Jie Li Yi Liu Chongyang Liu Xiaoning Ren Ling Shi Weisong Sun Yinxing Xue 32 0 0 17 Jun 2024
Threat Modelling and Risk Analysis for Large Language Model (LLM)-Powered Applications Stephen Burabari Tete 34 6 0 16 Jun 2024
TorchOpera: A Compound AI System for LLM Safety Shanshan Han Yuhang Yao Zijian Hu Dimitris Stripelis Zhaozhuo Xu Chaoyang He LLMAG 36 0 0 16 Jun 2024
Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications Irene Weber 35 7 0 13 Jun 2024
Unique Security and Privacy Threats of Large Language Model: A Comprehensive Survey Shang Wang Tianqing Zhu Bo Liu Ming Ding Xu Guo Dayong Ye Wanlei Zhou Philip S. Yu PILM 62 17 0 12 Jun 2024
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition Edoardo Debenedetti Javier Rando Daniel Paleka Silaghi Fineas Florin Dragos Albastroiu ... Stefan Kraft Mario Fritz Florian Tramèr Sahar Abdelnabi Lea Schonherr 51 9 0 12 Jun 2024
Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications Junlin Wang Tianyi Yang Roy Xie Bhuwan Dhingra SILM AAML 34 3 0 10 Jun 2024
SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner Xunguang Wang Daoyuan Wu Zhenlan Ji Zongjie Li Pingchuan Ma Shuai Wang Yingjiu Li Yang Liu Ning Liu Juergen Rahmel AAML 73 8 0 08 Jun 2024
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play Wichayaporn Wongkamjan Feng Gu Yanze Wang Ulf Hermjakob Jonathan May Brandon M. Stewart Jonathan K. Kummerfeld Denis Peskoff Jordan L. Boyd-Graber 45 3 0 07 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 51 12 0 06 Jun 2024
Measure-Observe-Remeasure: An Interactive Paradigm for Differentially-Private Exploratory Analysis Priyanka Nanayakkara Hyeok Kim Yifan Wu Ali Sarvghad Narges Mahyar G. Miklau Jessica Hullman 31 17 0 04 Jun 2024
AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways Zehang Deng Yongjian Guo Changzhou Han Wanlun Ma Junwu Xiong Sheng Wen Yang Xiang 44 23 0 04 Jun 2024
Safeguarding Large Language Models: A Survey Yi Dong Ronghui Mu Yanghao Zhang Siqi Sun Tianle Zhang ... Yi Qi Jinwei Hu Jie Meng Saddek Bensalem Xiaowei Huang OffRL KELM AILaw 35 17 0 03 Jun 2024
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration Ziqian Zeng Jianwei Wang Zhengdong Lu Huiping Zhuang Cen Chen RALM KELM 37 7 0 03 Jun 2024
Privacy in LLM-based Recommendation: Recent Advances and Future Directions Sichun Luo Wei Shao Yuxuan Yao Jian Xu Mingyang Liu ... Maolin Wang Guanzhi Deng Hanxu Hou Xinyi Zhang Linqi Song 26 1 0 03 Jun 2024
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models Jiaqi Xue Meng Zheng Yebowen Hu Fei Liu Xun Chen Qian Lou AAML SILM 24 25 0 03 Jun 2024
Exfiltration of personal information from ChatGPT via prompt injection Gregory Schwartzman SILM 19 1 0 31 May 2024
Enhancing Jailbreak Attack Against Large Language Models through Silent Tokens Jiahao Yu Haozheng Luo Jerry Yao-Chieh Hu Wenbo Guo Han Liu Xinyu Xing 38 18 0 31 May 2024
AI Risk Management Should Incorporate Both Safety and Security Xiangyu Qi Yangsibo Huang Yi Zeng Edoardo Debenedetti Jonas Geiping ... Chaowei Xiao Bo-wen Li Dawn Song Peter Henderson Prateek Mittal AAML 45 10 0 29 May 2024
Semantic-guided Prompt Organization for Universal Goal Hijacking against LLMs Yihao Huang Chong Wang Xiaojun Jia Qing-Wu Guo Felix Juefei Xu Jian Zhang G. Pu Yang Liu 30 8 0 23 May 2024
Lockpicking LLMs: A Logit-Based Jailbreak Using Token-level Manipulation Yuxi Li Yi Liu Yuekang Li Ling Shi Gelei Deng Shengquan Chen Kailong Wang 38 12 0 20 May 2024
Sociotechnical Implications of Generative Artificial Intelligence for Information Access Bhaskar Mitra Henriette Cramer Olya Gurevich 42 2 0 19 May 2024
Safeguarding Vision-Language Models Against Patched Visual Prompt Injectors Jiachen Sun Changsheng Wang Jiong Wang Yiwei Zhang Chaowei Xiao AAML VLM 34 2 0 17 May 2024
What is it for a Machine Learning Model to Have a Capability? Jacqueline Harding Nathaniel Sharadin ELM 36 3 0 14 May 2024
PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition Ziyang Zhang Qizhen Zhang Jakob N. Foerster AAML 35 18 0 13 May 2024
Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation Jiangnan Li Yingyuan Yang Jinyuan Stella Sun 57 4 0 10 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li K. Wang Yanjie Zhao Kai Chen Ting Yu Yang Janet Liu H. Wang 34 23 0 08 May 2024
Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications Quan Zhang Binqi Zeng Chijin Zhou Gwihwan Go Heyuan Shi Yu Jiang SILM AAML 32 19 0 26 Apr 2024
Attacks on Third-Party APIs of Large Language Models Wanru Zhao Vidit Khazanchi Haodi Xing Xuanli He Qiongkai Xu Nicholas D. Lane 24 6 0 24 Apr 2024
The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions Eric Wallace Kai Y. Xiao R. Leike Lilian Weng Johannes Heidecke Alex Beutel SILM 47 115 0 19 Apr 2024
LLMs for Cyber Security: New Opportunities D. Divakaran Sai Teja Peddinti 22 11 0 17 Apr 2024
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection Yuxi Li Yi Liu Gelei Deng Ying Zhang Wenjia Song Ling Shi Kailong Wang Yuekang Li Yang Liu Haoyu Wang 45 20 0 15 Apr 2024
GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications Shishir G. Patil Tianjun Zhang Vivian Fang Noppapon C Roy Huang Uc Berkeley Aaron Hao Martin Casado Joseph E. Gonzalez Raluca Ada Popa Ion Stoica ALM 29 9 0 10 Apr 2024
CodecLM: Aligning Language Models with Tailored Synthetic Data Zifeng Wang Chun-Liang Li Vincent Perot Long T. Le Jin Miao Zizhao Zhang Chen-Yu Lee Tomas Pfister SyDa ALM 23 17 0 08 Apr 2024
Goal-guided Generative Prompt Injection Attack on Large Language Models Chong Zhang Mingyu Jin Qinkai Yu Chengzhi Liu Haochen Xue Xiaobo Jin AAML SILM 34 9 0 06 Apr 2024
Octopus v2: On-device language model for super agent Wei Chen Zhiyuan Li RALM 32 23 0 02 Apr 2024
Can LLMs get help from other LLMs without revealing private information? Florian Hartmann D. Tran Peter Kairouz Victor Carbune Blaise Agüera y Arcas 21 5 0 01 Apr 2024
Exploring the Privacy Protection Capabilities of Chinese Large Language Models Yuqi Yang Xiaowen Huang Jitao Sang ELM PILM AILaw 41 1 0 27 Mar 2024
BadEdit: Backdooring large language models by model editing Yanzhou Li Tianlin Li Kangjie Chen Jian Zhang Shangqing Liu Wenhan Wang Tianwei Zhang Yang Liu SyDa AAML KELM 56 50 0 20 Mar 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 65 24 0 19 Mar 2024
Large language models in 6G security: challenges and opportunities Tri Nguyen Huong Nguyen Ahmad Ijaz Saeid Sheikhi Athanasios V. Vasilakos Panos Kostakos ELM 22 7 0 18 Mar 2024
Logits of API-Protected LLMs Leak Proprietary Information Matthew Finlayson Xiang Ren Swabha Swayamdipta PILM 29 21 0 14 Mar 2024
Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization Renjie Pi Tianyang Han Wei Xiong Jipeng Zhang Runtao Liu Rui Pan Tong Zhang MLLM 35 33 0 13 Mar 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 198 92 0 13 Mar 2024
Automatic and Universal Prompt Injection Attacks against Large Language Models Xiaogeng Liu Zhiyuan Yu Yizhe Zhang Ning Zhang Chaowei Xiao SILM AAML 38 33 0 07 Mar 2024
Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks Dario Pasquini Martin Strohmeier Carmela Troncoso AAML 26 21 0 06 Mar 2024