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

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

3 November 2023

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

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Title
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding Alkis Koudounas Claudio Savelli Flavio Giobergia Elena Baralis MU 174 0 0 21 May 2025
LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty Christoforos N. Spartalis T. Semertzidis Efstratios Gavves P. Daras MU 237 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 93 1 0 14 Oct 2024
Erasing Conceptual Knowledge from Language Models Rohit Gandikota Sheridan Feucht Samuel Marks David Bau KELM ELM MU 133 11 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 109 3 0 26 Aug 2024
Gone but Not Forgotten: Improved Benchmarks for Machine Unlearning Keltin Grimes Collin Abidi Cole Frank Shannon Gallagher AAML 71 3 0 29 May 2024
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity Hanlin Gu W. Ong Chee Seng Chan Lixin Fan MU 118 8 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 136 196 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 133 8 0 19 Feb 2024
ViT-MUL: A Baseline Study on Recent Machine Unlearning Methods Applied to Vision Transformers Ikhyun Cho Changyeon Park Julia Hockenmaier 45 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 Julia Hockenmaier AAML MU 74 4 0 17 Jan 2024