Security and Privacy Challenges of Large Language Models: A Survey

30 January 2024

Papers citing "Security and Privacy Challenges of Large Language Models: A Survey"

36 / 36 papers shown

Title
SoK: The Privacy Paradox of Large Language Models: Advancements, Privacy Risks, and Mitigation Yashothara Shanmugarasa Ming Ding M. Chamikara Thierry Rakotoarivelo PILM AILaw 82 0 0 15 Jun 2025
Rethinking Brain Tumor Segmentation from the Frequency Domain Perspective Minye Shao Zeyu Wang Haoran Duan Yawen Huang Bing Zhai Shizheng Wang Yang Long Yefeng Zheng 49 0 0 11 Jun 2025
Dual-Priv Pruning : Efficient Differential Private Fine-Tuning in Multimodal Large Language Models Qianshan Wei Jiaqi Li Zihan You Yi Zhan Kecen Li ... Yi Yu Bin Cao Yiwen Xu Yang Liu Guilin Qi AAML VLM 24 0 0 08 Jun 2025
HauntAttack: When Attack Follows Reasoning as a Shadow Jingyuan Ma Rui Li Zheng Li Junfeng Liu Lei Sha Zhifang Sui AAML LRM 23 0 0 08 Jun 2025
Cross-Entropy Games for Language Models: From Implicit Knowledge to General Capability Measures Clément Hongler Andrew Emil ELM 30 0 0 07 Jun 2025
Efficient Online RFT with Plug-and-Play LLM Judges: Unlocking State-of-the-Art Performance Rudransh Agnihotri Ananya Pandey OffRL ALM 69 0 0 06 Jun 2025
Detection Method for Prompt Injection by Integrating Pre-trained Model and Heuristic Feature Engineering Yi Ji Runzhi Li Baolei Mao AAML 22 0 0 05 Jun 2025
Measuring Human Involvement in AI-Generated Text: A Case Study on Academic Writing Yuchen Guo Zhicheng Dou H. Nguyen Ching-Chun Chang Saku Sugawara Isao Echizen DeLMO 112 0 0 04 Jun 2025
System Prompt Extraction Attacks and Defenses in Large Language Models B. Das M. H. Amini Yanzhao Wu AAML 21 0 0 27 May 2025
Chain-of-Lure: A Synthetic Narrative-Driven Approach to Compromise Large Language Models Wenhan Chang Tianqing Zhu Yu Zhao Shuangyong Song Ping Xiong Wanlei Zhou Yongxiang Li 85 0 0 23 May 2025
LLM Access Shield: Domain-Specific LLM Framework for Privacy Policy Compliance Yu Wang Cailing Cai Zhihua Xiao Peifung E. Lam 61 0 0 22 May 2025
Fragments to Facts: Partial-Information Fragment Inference from LLMs Lucas Rosenblatt Bin Han Robert Wolfe Bill Howe AAML 63 0 0 20 May 2025
How Malicious AI Swarms Can Threaten Democracy Daniel Thilo Schroeder Meeyoung Cha Andrea Baronchelli Nick Bostrom Nicholas A. Christakis ... Audrey Tang Jay Van Bavel S. V. D. Linden Dawn Song Jonas R. Kunst 29 0 0 18 May 2025
Adversarial Attacks in Multimodal Systems: A Practitioner's Survey Shashank Kapoor Sanjay Surendranath Girija Lakshit Arora Dipen Pradhan Ankit Shetgaonkar Aman Raj AAML 170 0 0 06 May 2025
BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text Jiageng Wu Bowen Gu Ren Zhou Kevin Xie Doug Snyder ... Siyang Song Jonathan H. Chen Santiago Romero-Brufau K. J. Lin Jie Yang LM&MA ELM 196 2 0 28 Apr 2025
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization Yang Jiao Xiao Wang Kai Yang AAML SILM 109 1 0 10 Apr 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian Sun Wei Ma 230 4 0 27 Mar 2025
Membership Inference Attacks on Large-Scale Models: A Survey Hengyu Wu Yang Cao MIALM 109 1 0 25 Mar 2025
ASIDE: Architectural Separation of Instructions and Data in Language Models Egor Zverev Evgenii Kortukov Alexander Panfilov Soroush Tabesh Alexandra Volkova Sebastian Lapuschkin Wojciech Samek Christoph H. Lampert AAML 138 2 0 13 Mar 2025
Ramp Up NTT in Record Time using GPU-Accelerated Algorithms and LLM-based Code Generation Yu Cui Hang Fu Licheng Wang Haibin Zhang 85 0 0 16 Feb 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 99 12 0 08 Jan 2025
SoK: Decentralized AI (DeAI) Zhipeng Wang Rui Sun Elizabeth Lui Vatsal Shah Xihan Xiong Jiahao Sun Davide Crapis William Knottenbelt 196 2 0 26 Nov 2024
CE-CoLLM: Efficient and Adaptive Large Language Models Through Cloud-Edge Collaboration Hongpeng Jin Yanzhao Wu 159 5 0 05 Nov 2024
PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles Li Siyan Vethavikashini Chithrra Raghuram Omar Khattab Julia Hirschberg Zhou Yu 116 13 0 22 Oct 2024
Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning Shota Takashiro Takeshi Kojima Andrew Gambardella Qi Cao Yusuke Iwasawa Y. Matsuo CLL MU KELM 32 2 0 01 Oct 2024
Recent Advances in Attack and Defense Approaches of Large Language Models Jing Cui Yishi Xu Zhewei Huang Shuchang Zhou Jianbin Jiao Junge Zhang PILM AAML 133 2 0 05 Sep 2024
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs Chansung Park Juyong Jiang Fan Wang Sayak Paul Jing Tang 119 2 0 24 Aug 2024
"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Jiayi Mao Xueqi Cheng AAML 101 11 0 17 Jun 2024
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 88 16 0 03 Jun 2024
Exploring Vulnerabilities and Protections in Large Language Models: A Survey Frank Weizhen Liu Chenhui Hu AAML 86 10 0 01 Jun 2024
Binary Hypothesis Testing for Softmax Models and Leverage Score Models Yeqi Gao Yuzhou Gu Zhao Song 77 0 0 09 May 2024
Certifying LLM Safety against Adversarial Prompting Aounon Kumar Chirag Agarwal Suraj Srinivas Aaron Jiaxun Li Soheil Feizi Himabindu Lakkaraju AAML 157 197 0 06 Sep 2023
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 211 319 0 17 Aug 2023
From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application? Rodrigo Pedro Daniel Castro Paulo Carreira Nuno Santos SILM AAML 134 57 0 03 Aug 2023
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.3K 22,358 0 22 May 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.3K 17,225 0 16 Feb 2016