Why Train More? Effective and Efficient Membership Inference via
Memorization

Why Train More? Effective and Efficient Membership Inference via Memorization

12 October 2023

Jihye Choi

Varun Chandrasekaran

Papers citing "Why Train More? Effective and Efficient Membership Inference via Memorization"

5 / 5 papers shown

Title
SoK: Memorisation in machine learning Dmitrii Usynin Moritz Knolle Georgios Kaissis 22 1 0 06 Nov 2023
CaPC Learning: Confidential and Private Collaborative Learning Christopher A. Choquette-Choo Natalie Dullerud Adam Dziedzic Yunxiang Zhang S. Jha Nicolas Papernot Xiao Wang FedML 70 57 0 09 Feb 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 290 1,824 0 14 Dec 2020
When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning? Gavin Brown Mark Bun Vitaly Feldman Adam D. Smith Kunal Talwar 253 93 0 11 Dec 2020
Systematic Evaluation of Privacy Risks of Machine Learning Models Liwei Song Prateek Mittal MIACV 196 358 0 24 Mar 2020