Protecting User Privacy in Remote Conversational Systems: A
Privacy-Preserving framework based on text sanitization

Protecting User Privacy in Remote Conversational Systems: A Privacy-Preserving framework based on text sanitization

14 June 2023

Dongsheng Li

Papers citing "Protecting User Privacy in Remote Conversational Systems: A Privacy-Preserving framework based on text sanitization"

18 / 18 papers shown

Title
Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks Yang Janet Liu Bingjie Yan Tianyuan Zou Jianqing Zhang Zixuan Gu ... J. Li Xiaozhou Ye Ye Ouyang Qiang Yang Y. Zhang ALM 86 1 0 24 Apr 2025
A General Pseudonymization Framework for Cloud-Based LLMs: Replacing Privacy Information in Controlled Text Generation Shilong Hou Ruilin Shang Zi Long Xianghua Fu Yin Chen 62 0 0 24 Feb 2025
LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice M. Mikail Demir Hakan T. Otal M. A. Canbaz AILaw 28 0 0 19 Jan 2025
AiBAT: Artificial Intelligence/Instructions for Build, Assembly, and Test Benjamin Nuernberger Anny Liu Heather Stefanini Richard Otis Amanda Towler R. Peter Dillon 19 0 0 03 Oct 2024
Confidential Prompting: Protecting User Prompts from Cloud LLM Providers In Gim Caihua Li Lin Zhong 37 2 0 27 Sep 2024
ProxyGPT: Enabling Anonymous Queries in AI Chatbots with (Un)Trustworthy Browser Proxies Dzung Pham J. Sheffey Chau Minh Pham Amir Houmansadr 24 1 0 11 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 40 1 0 20 Jun 2024
PFID: Privacy First Inference Delegation Framework for LLMs Haoyan Yang Zhitao Li Yong Zhang Jianzong Wang Ning Cheng Ming Li Jing Xiao 34 1 0 18 Jun 2024
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 39 18 0 09 Apr 2024
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following Kaiyan Zhang Jianyu Wang Ermo Hua Biqing Qi Ning Ding Bowen Zhou SyDa 30 20 0 05 Mar 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 55 56 0 11 Jan 2024
ConfusionPrompt: Practical Private Inference for Online Large Language Models Peihua Mai Ran Yan Rui Ye Youjia Yang Yinchuan Li Yan Pang 13 1 0 30 Dec 2023
Split-and-Denoise: Protect large language model inference with local differential privacy Peihua Mai Ran Yan Zhe Huang Youjia Yang Yan Pang 19 10 0 13 Oct 2023
FedBot: Enhancing Privacy in Chatbots with Federated Learning Addi Ait-Mlouk Sadi Alawadi Salman Toor A. Hellander FedML SILM 22 3 0 04 Apr 2023
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy L. Du Zhikun Zhang Shaojie Bai Changchang Liu S. Ji Peng Cheng Jiming Chen 88 36 0 14 Oct 2021
Differentially Private Fine-tuning of Language Models Da Yu Saurabh Naik A. Backurs Sivakanth Gopi Huseyin A. Inan ... Y. Lee Andre Manoel Lukas Wutschitz Sergey Yekhanin Huishuai Zhang 134 344 0 13 Oct 2021
Tempered Sigmoid Activations for Deep Learning with Differential Privacy Nicolas Papernot Abhradeep Thakurta Shuang Song Steve Chien Ulfar Erlingsson AAML 128 178 0 28 Jul 2020
CrypTFlow: Secure TensorFlow Inference Nishant Kumar Mayank Rathee Nishanth Chandran Divya Gupta Aseem Rastogi Rahul Sharma 91 235 0 16 Sep 2019