Existing Literature about Machine Unlearning
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Jan 26, 2025
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data-removal
Here are 10 public repositories matching this topic...
Awesome Machine Unlearning (A Survey of Machine Unlearning)
data-privacy gdpr right-to-be-forgotten machine-unlearning continual-learning forgetting data-deletion unlearning membership-inference data-removal model-certification federated-unlearning recommendation-unlearning few-shot-unlearning unlearning-verification feature-injection deep-unlearning llm-unlearning
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Feb 1, 2025 - Jupyter Notebook
[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu
generative-model data-privacy diffusion machine-unlearning forgetting diffusion-models data-deletion membership-inference-attack unlearning membership-inference data-removal
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Nov 4, 2024 - Python
[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu
data-privacy machine-unlearning forgetting data-deletion membership-inference-attack unlearning membership-inference data-removal
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Mar 12, 2024 - Python
Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"
privacy deep-learning matlab pytorch neural-networks gdpr machine-unlearning rtbf data-deletion data-removal deep-unlearning machine-forgetting
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Jul 9, 2022 - Python
[ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, Sijia Liu
evaluation data-privacy evaluation-framework machine-unlearning forgetting data-deletion unlearning data-removal
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Oct 9, 2024 - Python
Machine Unlearning for Random Forests
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Jun 17, 2024 - Python
A documentation for evil things Discord.
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Dec 4, 2024
The Privacy Policies for our Service(s).
support data discord discord-bot info privacy-policy user-data server-data do-not-track guild-data user-rights pollo-game-boat data-collections data-removal pollo-boat
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Aug 6, 2023
This Python script is designed to help users exercise their GDPR rights by sending personalized emails to data brokers requesting the erasure of personal data.
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Jan 8, 2025 - Python
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