Alternatives and similar repositories for machine_unlearning

Users that are interested in machine_unlearning are comparing it to the libraries listed below

• tamlhp / awesome-machine-unlearning
  Awesome Machine Unlearning (A Survey of Machine Unlearning)
  ☆897Updated this week
• MinghuiChen43 / awesome-trustworthy-deep-learning
  A curated list of trustworthy deep learning papers. Daily updating...
  ☆376Updated 2 months ago
• cleverhans-lab / machine-unlearning
  ☆194Updated 2 years ago
• HongshengHu / membership-inference-machine-learning-literature
  ☆359Updated 4 months ago
• chrisliu298 / awesome-llm-unlearning
  A resource repository for machine unlearning in large language models
  ☆501Updated 3 months ago
• locuslab / open-unlearning
  [NeurIPS D&B '25] The one-stop repository for large language model (LLM) unlearning. Supports TOFU, MUSE, WMDP, and many unlearning metho…
  ☆403Updated 3 weeks ago
• abbottyanginchina / Awesome-Federated-Unlearning
  Awesome Federated Unlearning (FU) Papers (Continually Update)
  ☆101Updated last year
• vikram2000b / bad-teaching-unlearning
  Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI …
  ☆37Updated 2 years ago
• meghdadk / SCRUB
  ☆47Updated last year
• lmgraves / AmnesiacML
  Methods for removing learned data from neural nets and evaluation of those methods
  ☆38Updated 4 years ago
• AndrewZhou924 / Awesome-model-inversion-attack
  [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
  ☆208Updated 5 months ago
• stratosphereips / awesome-ml-privacy-attacks
  An awesome list of papers on privacy attacks against machine learning
  ☆627Updated last year
• AdityaGolatkar / SelectiveForgetting
  ☆58Updated 5 years ago
• unlearning-challenge / starting-kit
  Starting kit for the NeurIPS 2023 unlearning challenge
  ☆374Updated 2 years ago
• JonasGeiping / breaching
  Breaching privacy in federated learning scenarios for vision and text
  ☆307Updated 2 months ago
• brandeis-machine-learning / awesome-ml-fairness
  Papers and online resources related to machine learning fairness
  ☆73Updated 2 years ago
• lishenghui / awesome-fm-fl
  ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning
  ☆137Updated this week
• alewarne / MachineUnlearning
  Code related to the paper "Machine Unlearning of Features and Labels"
  ☆71Updated last year
• EnnengYang / Awesome-Forgetting-in-Deep-Learning
  A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.
  ☆331Updated 2 weeks ago
• awslabs / fast-differential-privacy
  Fast, memory-efficient, scalable optimization of deep learning with differential privacy
  ☆134Updated 2 months ago
• penghui-yang / awesome-data-poisoning-and-backdoor-attacks
  A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
  ☆273Updated 9 months ago
• Guang000 / Awesome-Dataset-Distillation
  A curated list of awesome papers on dataset distillation and related applications.
  ☆1,814Updated last week
• thinh-dao / BackFed
  An Efficient & Standardized Benchmark Suite for Backdoor Attacks in Federated Learning
  ☆37Updated 2 weeks ago
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆176Updated 2 years ago
• hbaniecki / adversarial-explainable-ai
  💡 Adversarial attacks on explanations and how to defend them
  ☆328Updated 11 months ago
• safr-ai-lab / survey-llm
  A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code
  ☆68Updated last year
• jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness
  Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
  ☆789Updated 5 months ago
• ayushkumartarun / zero-shot-unlearning
  Official repo of the paper Zero-Shot Machine Unlearning accepted in IEEE Transactions on Information Forensics and Security
  ☆44Updated 2 years ago
• datamllab / awesome-fairness-in-ai
  A curated list of awesome Fairness in AI resources
  ☆327Updated 2 years ago
• VICO-UoE / DatasetCondensation
  Dataset Condensation (ICLR21 and ICML21)
  ☆530Updated last year