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)
  ☆903Updated 2 weeks ago
• MinghuiChen43 / awesome-trustworthy-deep-learning
  A curated list of trustworthy deep learning papers. Daily updating...
  ☆376Updated 2 weeks ago
• cleverhans-lab / machine-unlearning
  ☆195Updated 2 years ago
• HongshengHu / membership-inference-machine-learning-literature
  ☆359Updated 2 weeks ago
• chrisliu298 / awesome-llm-unlearning
  A resource repository for machine unlearning in large language models
  ☆506Updated 4 months ago
• AndrewZhou924 / Awesome-model-inversion-attack
  [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
  ☆208Updated 5 months ago
• abbottyanginchina / Awesome-Federated-Unlearning
  Awesome Federated Unlearning (FU) Papers (Continually Update)
  ☆105Updated last year
• 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…
  ☆423Updated last month
• stratosphereips / awesome-ml-privacy-attacks
  An awesome list of papers on privacy attacks against machine learning
  ☆630Updated last year
• meghdadk / SCRUB
  ☆49Updated last year
• AdityaGolatkar / SelectiveForgetting
  ☆58Updated 5 years ago
• lmgraves / AmnesiacML
  Methods for removing learned data from neural nets and evaluation of those methods
  ☆38Updated 4 years ago
• lishenghui / awesome-fm-fl
  ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning
  ☆138Updated last week
• 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 …
  ☆38Updated 2 years ago
• alewarne / MachineUnlearning
  Code related to the paper "Machine Unlearning of Features and Labels"
  ☆72Updated last year
• 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  A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
  ☆279Updated 10 months ago
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆178Updated 2 years ago
• JonasGeiping / breaching
  Breaching privacy in federated learning scenarios for vision and text
  ☆307Updated 3 months ago
• EnnengYang / Awesome-Forgetting-in-Deep-Learning
  A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.
  ☆332Updated 2 weeks ago
• unlearning-challenge / starting-kit
  Starting kit for the NeurIPS 2023 unlearning challenge
  ☆374Updated 2 years ago
• VICO-UoE / DatasetCondensation
  Dataset Condensation (ICLR21 and ICML21)
  ☆534Updated last year
• zihao-ai / Awesome-Backdoor-in-Deep-Learning
  A curated list of papers & resources on backdoor attacks and defenses in deep learning.
  ☆223Updated last year
• SCLBD / BackdoorBench
  ☆560Updated 4 months ago
• microsoft / dp-transformers
  Differentially-private transformers using HuggingFace and Opacus
  ☆143Updated last year
• CERT-Lab / fedex-lora
  (ACL 2025 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models
  ☆28Updated last month
• awslabs / fast-differential-privacy
  Fast, memory-efficient, scalable optimization of deep learning with differential privacy
  ☆135Updated 3 months ago
• brandeis-machine-learning / awesome-ml-fairness
  Papers and online resources related to machine learning fairness
  ☆73Updated 2 years ago
• ayushkumartarun / zero-shot-unlearning
  Official repo of the paper Zero-Shot Machine Unlearning accepted in IEEE Transactions on Information Forensics and Security
  ☆46Updated 2 years ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆404Updated 2 years ago
• alexjungaalto / FederatedLearning
  Material workbench for the master-level course CS-E4740 "Federated Learning"
  ☆152Updated 2 months ago