Noisy Neighbors: Efficient membership inference attacks against LLMs

24 June 2024

Papers citing "Noisy Neighbors: Efficient membership inference attacks against LLMs"

7 / 7 papers shown

Title
An Early Experience with Confidential Computing Architecture for On-Device Model Protection Sina Abdollahi Mohammad Maheri S. Siby Marios Kogias Hamed Haddadi 24 0 0 11 Apr 2025
Membership Inference Attacks on Large-Scale Models: A Survey Hengyu Wu Yang Cao MIALM 54 0 0 25 Mar 2025
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 45 1 0 05 Sep 2024
Nob-MIAs: Non-biased Membership Inference Attacks Assessment on Large Language Models with Ex-Post Dataset Construction Cédric Eichler Nathan Champeil Nicolas Anciaux Alexandra Bensamoun Héber H. Arcolezi José Maria De Fuentes 27 4 0 12 Aug 2024
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation Maya Anderson Guy Amit Abigail Goldsteen AAML 37 12 0 30 May 2024
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 16 3 0 31 Jul 2023
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 264 1,798 0 14 Dec 2020