Title
A Survey on Failure Analysis and Fault Injection in AI Systems Guangba Yu Gou Tan Haojia Huang Zhenyu Zhang Pengfei Chen Roberto Natella Zibin Zheng 62 4 0 28 Jun 2024
A Survey on Privacy Attacks Against Digital Twin Systems in AI-Robotics Ivan A. Fernandez Subash Neupane Trisha Chakraborty Shaswata Mitra Sudip Mittal Nisha Pillai Jingdao Chen Shahram Rahimi 54 1 0 27 Jun 2024
Psychological Profiling in Cybersecurity: A Look at LLMs and Psycholinguistic Features Jean Marie Tshimula D'Jeff K. Nkashama Jean Tshibangu Muabila René Manassé Galekwa Hugues Kanda ... Belkacem Chikhaoui Shengrui Wang Ali Mulenda Sumbu Xavier Ndona Raoul Kienge-Kienge Intudi 60 0 0 26 Jun 2024
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 47 6 0 26 Jun 2024
Adversarial Search Engine Optimization for Large Language Models Fredrik Nestaas Edoardo Debenedetti Florian Tramèr AAML 44 5 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 64 29 1 19 Jun 2024
Adversarial Attacks on Large Language Models in Medicine Yifan Yang Qiao Jin Furong Huang Zhiyong Lu AAML 49 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 37 0 0 17 Jun 2024
Threat Modelling and Risk Analysis for Large Language Model (LLM)-Powered Applications Stephen Burabari Tete 47 7 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 49 0 0 16 Jun 2024
Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications Irene Weber 53 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 74 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 64 10 0 12 Jun 2024
Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications Junlin Wang Tianyi Yang Roy Xie Bhuwan Dhingra SILM AAML 41 4 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 79 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 55 3 0 07 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 70 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 33 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 61 26 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 52 19 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 58 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 36 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 38 27 0 03 Jun 2024
Exfiltration of personal information from ChatGPT via prompt injection Gregory Schwartzman SILM 31 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 45 19 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 Yue Liu Dawn Song Peter Henderson Prateek Mittal AAML 56 11 0 29 May 2024
Semantic-guided Prompt Organization for Universal Goal Hijacking against LLMs Yihao Huang Chong Wang Xiaojun Jia Qing Guo Felix Juefei Xu Jian Zhang G. Pu Yang Liu 41 9 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 53 12 0 20 May 2024
Sociotechnical Implications of Generative Artificial Intelligence for Information Access Bhaskar Mitra Henriette Cramer Olya Gurevich 55 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 44 3 0 17 May 2024
What is it for a Machine Learning Model to Have a Capability? Jacqueline Harding Nathaniel Sharadin ELM 40 3 0 14 May 2024
PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition Ziyang Zhang Qizhen Zhang Jakob N. Foerster AAML 43 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 62 4 0 10 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 44 29 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 42 21 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 31 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 58 121 0 19 Apr 2024
LLMs for Cyber Security: New Opportunities D. Divakaran Sai Teja Peddinti 31 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 52 21 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 34 10 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 33 18 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 52 12 0 06 Apr 2024
Octopus v2: On-device language model for super agent Wei Chen Zhiyuan Li RALM 40 24 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 30 6 0 01 Apr 2024
Exploring the Privacy Protection Capabilities of Chinese Large Language Models Yuqi Yang Xiaowen Huang Jitao Sang ELM PILM AILaw 55 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 59 53 0 20 Mar 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 73 25 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 33 8 0 18 Mar 2024
Logits of API-Protected LLMs Leak Proprietary Information Matthew Finlayson Xiang Ren Swabha Swayamdipta PILM 39 23 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 55 34 0 13 Mar 2024