Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents

Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents

22 February 2025

Justin D. Weisz

Amit Dhurandhar

Karthikeyan N. Ramamurthy

Papers citing "Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents"

10 / 10 papers shown

Title
PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles Li Siyan Vethavikashini Chithrra Raghuram Omar Khattab Julia Hirschberg Zhou Yu 75 12 0 22 Oct 2024
Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning Lynn Chua Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Daogao Liu Pasin Manurangsi Amer Sinha Chiyuan Zhang 68 13 0 20 Jun 2024
The Data Minimization Principle in Machine Learning Prakhar Ganesh Cuong Tran Reza Shokri Ferdinando Fioretto 59 5 0 29 May 2024
The Ethics of Interaction: Mitigating Security Threats in LLMs Ashutosh Kumar Shiv Vignesh Murty Sagarika Singh Swathy Ragupathy 70 38 0 22 Jan 2024
Data Minimization at Inference Time Cuong Tran Ferdinando Fioretto 47 2 0 27 May 2023
Counterfactual Memorization in Neural Language Models Chiyuan Zhang Daphne Ippolito Katherine Lee Matthew Jagielski Florian Tramèr Nicholas Carlini 68 134 0 24 Dec 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 227 366 0 13 Oct 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 486 1,917 0 14 Dec 2020
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 324 5,801 0 21 Apr 2019
The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks Nicholas Carlini Chang-rui Liu Ulfar Erlingsson Jernej Kos D. Song 136 1,141 0 22 Feb 2018

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