LLM Access Shield: Domain-Specific LLM Framework for Privacy Policy Compliance

22 May 2025

Papers citing "LLM Access Shield: Domain-Specific LLM Framework for Privacy Policy Compliance"

24 / 24 papers shown

Title
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning Tian Xie Zitian Gao Qingnan Ren Haoming Luo Yuqian Hong Bryan Dai Joey Zhou Kai Qiu Zhirong Wu Chong Luo ReLM OffRL LRM 107 52 0 21 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 128 1,368 0 22 Jan 2025
Trusted Machine Learning Models Unlock Private Inference for Problems Currently Infeasible with Cryptography Ilia Shumailov Daniel Ramage Sarah Meiklejohn Peter Kairouz Florian Hartmann Borja Balle Eugene Bagdasarian TPM 66 1 0 15 Jan 2025
Confidential Prompting: Protecting User Prompts from Cloud LLM Providers In Gim Caihua Li Lin Zhong 63 3 0 27 Sep 2024
ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets Ahmed Frikha Nassim Walha Ricardo Mendes Krishna Kanth Nakka Xue Jiang Xuebing Zhou 82 3 0 03 Jul 2024
The Fire Thief Is Also the Keeper: Balancing Usability and Privacy in Prompts Zhili Shen Zihang Xi Ying He Wei Tong Jingyu Hua Sheng Zhong SILM 57 8 0 20 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 90 18 0 12 Jun 2024
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 81 21 0 09 Apr 2024
On Protecting the Data Privacy of Large Language Models (LLMs): A Survey Biwei Yan Kun Li Minghui Xu Yueyan Dong Yue Zhang Zhaochun Ren Xiuzhen Cheng AILaw PILM 97 80 0 08 Mar 2024
Privacy-Preserving Language Model Inference with Instance Obfuscation Yixiang Yao Fei Wang Yu Yang Muhao Chen 37 7 0 13 Feb 2024
Security and Privacy Challenges of Large Language Models: A Survey B. Das M. H. Amini Yanzhao Wu PILM ELM 54 122 0 30 Jan 2024
ConfusionPrompt: Practical Private Inference for Online Large Language Models Peihua Mai Ran Yan Rui Ye Youjia Yang Yinchuan Li Yan Pang 27 2 0 30 Dec 2023
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations Hakan Inan Kartikeya Upasani Jianfeng Chi Rashi Rungta Krithika Iyer ... Michael Tontchev Qing Hu Brian Fuller Davide Testuggine Madian Khabsa AI4MH 43 407 0 07 Dec 2023
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer Junyuan Hong Jiachen T. Wang Chenhui Zhang Zhangheng Li Yue Liu Zhangyang Wang 66 33 0 27 Nov 2023
Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption Itamar Zimerman Moran Baruch Nir Drucker Gilad Ezov Omri Soceanu Lior Wolf 41 17 0 15 Nov 2023
Privacy Preserving Large Language Models: ChatGPT Case Study Based Vision and Framework Imdad Ullah Najm Hassan S. Gill Basem Suleiman T. Ahanger Zawar Shah Junaid Qadir S. Kanhere 57 17 0 19 Oct 2023
DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass Minxin Du Xiang Yue Sherman S. M. Chow Tianhao Wang Chenyu Huang Huan Sun SILM 61 61 0 13 Sep 2023
Hide and Seek (HaS): A Lightweight Framework for Prompt Privacy Protection Yu Chen Tingxin Li Huiming Liu Yang Yu 15 29 0 06 Sep 2023
East: Efficient and Accurate Secure Transformer Framework for Inference Yuanchao Ding Hua Guo Yewei Guan Weixin Liu Jiarong Huo Zhenyu Guan Xiyong Zhang 46 18 0 19 Aug 2023
LLMs Can Understand Encrypted Prompt: Towards Privacy-Computing Friendly Transformers Xuanqing Liu Zhuotao Liu 37 23 0 28 May 2023
Privacy-Preserving Prompt Tuning for Large Language Model Services Yansong Li Zhixing Tan Yang Liu SILM VLM 65 65 0 10 May 2023
Privately Fine-Tuning Large Language Models with Differential Privacy R. Behnia Mohammadreza Ebrahimi Jason L. Pacheco B. Padmanabhan 63 48 0 26 Oct 2022
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption Tianyu Chen Hangbo Bao Shaohan Huang Li Dong Binxing Jiao Daxin Jiang Haoyi Zhou Jianxin Li Furu Wei 41 99 0 01 Jun 2022
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models Weiyan Shi Ryan Shea Si-An Chen Chiyuan Zhang R. Jia Zhou Yu AAML 49 40 0 15 Apr 2022