Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems

3 November 2023

Papers citing "Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems"

11 / 11 papers shown

Title
LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty Christoforos N. Spartalis T. Semertzidis Efstratios Gavves P. Daras MU 89 0 0 24 Mar 2025
A few-shot Label Unlearning in Vertical Federated Learning Hanlin Gu Hong Xi Tae Chee Seng Chan Lixin Fan MU FedML 41 1 0 14 Oct 2024
Erasing Conceptual Knowledge from Language Models Rohit Gandikota Sheridan Feucht Samuel Marks David Bau KELM ELM MU 54 6 0 03 Oct 2024
CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence Chaochao Chen Jiaming Zhang Yizhao Zhang Li Zhang Lingjuan Lyu Yuyuan Li Biao Gong Chenggang Yan CML ELM MU 42 3 0 26 Aug 2024
Gone but Not Forgotten: Improved Benchmarks for Machine Unlearning Keltin Grimes Collin Abidi Cole Frank Shannon Gallagher AAML 44 3 0 29 May 2024
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity Hanlin Gu W. Ong Chee Seng Chan Lixin Fan MU 39 7 0 23 May 2024
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning Nathaniel Li Alexander Pan Anjali Gopal Summer Yue Daniel Berrios ... Yan Shoshitaishvili Jimmy Ba K. Esvelt Alexandr Wang Dan Hendrycks ELM 56 147 0 05 Mar 2024
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models Yihua Zhang Chongyu Fan Yimeng Zhang Yuguang Yao Jinghan Jia ... Gaoyuan Zhang Gaowen Liu Ramana Rao Kompella Xiaoming Liu Sijia Liu DiffM 60 5 0 19 Feb 2024
ViT-MUL: A Baseline Study on Recent Machine Unlearning Methods Applied to Vision Transformers Ikhyun Cho Changyeon Park J. Hockenmaier 28 0 0 07 Feb 2024
Attack and Reset for Unlearning: Exploiting Adversarial Noise toward Machine Unlearning through Parameter Re-initialization Yoonhwa Jung Ikhyun Cho Shun-Hsiang Hsu J. Hockenmaier AAML MU 27 4 0 17 Jan 2024
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 1,831 0 14 Dec 2020