Certified Removal from Machine Learning Models
☆70Aug 23, 2021Updated 4 years ago
Alternatives and similar repositories for certified-removal
Users that are interested in certified-removal are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆62Jun 17, 2020Updated 6 years ago
- ☆13Feb 24, 2020Updated 6 years ago
- Methods for removing learned data from neural nets and evaluation of those methods☆38Nov 26, 2020Updated 5 years ago
- code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22☆25Mar 13, 2022Updated 4 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆71Feb 13, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆31Oct 7, 2021Updated 4 years ago
- ☆202Sep 22, 2023Updated 2 years ago
- Camouflage poisoning via machine unlearning☆19Jul 3, 2025Updated last year
- Research prototype of deletion efficient k-means algorithms☆24Dec 19, 2019Updated 6 years ago
- Existing Literature about Machine Unlearning☆967Aug 29, 2025Updated 10 months ago
- ☆57Aug 17, 2024Updated last year
- ☆10Aug 13, 2021Updated 4 years ago
- verifying machine unlearning by backdooring☆20Mar 25, 2023Updated 3 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"☆25Jul 9, 2022Updated 4 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆31Oct 10, 2022Updated 3 years ago
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆965Jul 6, 2026Updated 3 weeks ago
- ☆16Sep 8, 2021Updated 4 years ago
- ☆32Sep 2, 2024Updated last year
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆52May 20, 2022Updated 4 years ago
- ☆46Nov 10, 2019Updated 6 years ago
- ☆39Nov 24, 2021Updated 4 years ago
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆89Jun 28, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICLR2021] Unlearnable Examples: Making Personal Data Unexploitable☆177Jul 5, 2024Updated 2 years ago
- Machine Unlearning for Random Forests☆22Jun 17, 2024Updated 2 years ago
- Pytorch implementation of backdoor unlearning.☆21Jun 8, 2022Updated 4 years ago
- Source code of "Hold me tight! Influence of discriminative features on deep network boundaries"☆21Dec 10, 2021Updated 4 years ago
- [NeurIPS'24] What makes unlearning hard and what to do about it☆22May 24, 2025Updated last year
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆20Apr 27, 2023Updated 3 years ago
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- ☆307Jun 10, 2026Updated last month
- Code release for MPCViT accepted by ICCV 2023☆17Jan 6, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆28May 27, 2025Updated last year
- CIKM 2021 Full Paper: FedMatch: Federated Learning Over Heterogeneous Question Answering Data☆12Dec 14, 2021Updated 4 years ago
- [ICLR 2022] Official repository for "Knowledge Removal in Sampling-based Bayesian Inference"☆18Mar 15, 2022Updated 4 years ago
- ☆27Oct 16, 2022Updated 3 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Nov 22, 2020Updated 5 years ago
- ☆18Oct 7, 2022Updated 3 years ago