Memorization in NLP Fine-tuning Methods

Memorization in NLP Fine-tuning Methods

25 May 2022

Fatemehsadat Mireshghallah

Taylor Berg-Kirkpatrick

Papers citing "Memorization in NLP Fine-tuning Methods"

7 / 7 papers shown

Title
Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models C. L. P. Chen Daochang Liu M. Shah Chang Xu 57 1 0 25 Apr 2025
On the Implicit Relation Between Low-Rank Adaptation and Differential Privacy Saber Malekmohammadi G. Farnadi 22 2 0 26 Sep 2024
Strong Copyright Protection for Language Models via Adaptive Model Fusion Javier Abad Konstantin Donhauser Francesco Pinto Fanny Yang 35 4 0 29 Jul 2024
FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering Md. Rafi Ur Rashid Vishnu Asutosh Dasu Kang Gu Najrin Sultana Shagufta Mehnaz AAML FedML 42 10 0 24 Oct 2023
Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information? A. Sun Eliott Zemour Arushi Saxena Udith Vaidyanathan Eric Lin Christian Lau Vaikkunth Mugunthan SILM 22 18 0 31 Jul 2023
Memorisation versus Generalisation in Pre-trained Language Models Michael Tänzer Sebastian Ruder Marek Rei 84 50 0 16 Apr 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 267 1,798 0 14 Dec 2020