Alternatives and similar repositories for unlearning_evaluation:

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

• AdityaGolatkar / SelectiveForgetting
  ☆56Updated 4 years ago
• YuxinWenRick / canary-in-a-coalmine
  ☆34Updated last year
• meghdadk / SCRUB
  ☆44Updated 7 months ago
• OPTML-Group / Unlearn-Sparse
  [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…
  ☆68Updated last year
• alewarne / MachineUnlearning
  Code related to the paper "Machine Unlearning of Features and Labels"
  ☆69Updated last year
• jagielski / auditing-dpsgd
  Code for Auditing DPSGD
  ☆37Updated 3 years ago
• lhfowl / robbing_the_fed
  ☆23Updated 3 years ago
• cleverhans-lab / unrolling-sgd
  code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22
  ☆22Updated 3 years ago
• shrezaei / MI-Attack
  ☆31Updated 6 months ago
• jinhaoduan / SecMI
  [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?
  ☆34Updated 6 months ago
• ftramer / Handcrafted-DP
  ☆80Updated 2 years ago
• DingfanChen / RelaxLoss
  Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)
  ☆48Updated 2 years ago
• liuyugeng / ML-Doctor
  Code for ML Doctor
  ☆88Updated 7 months ago
• MinChen00 / UnlearningLeaks
  Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)
  ☆47Updated 2 years ago
• facebookresearch / certified-removal
  Certified Removal from Machine Learning Models
  ☆65Updated 3 years ago
• OPTML-Group / Unlearn-WorstCase
  [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …
  ☆23Updated 5 months ago
• zjysteven / PrivacyAttack_AT_FL
  [CVPRW'22] A privacy attack that exploits Adversarial Training models to compromise the privacy of Federated Learning systems.
  ☆12Updated 2 years ago
• TrustAIResearch / MLHospital
  ☆44Updated last year
• shash42 / Evaluating-Inexact-Unlearning
  ☆12Updated last year
• DeRafael / CAFE
  ☆21Updated 3 years ago
• cleverhans-lab / model-extraction-iclr
  ☆13Updated 2 years ago
• nivha / dataset_reconstruction
  ☆58Updated last year
• epfml / byzantine-robust-noniid-optimizer
  ☆18Updated 3 years ago
• cleverhans-lab / dataset-inference
  [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning
  ☆32Updated 2 years ago
• wanlunsec / Beatrix
  ☆24Updated 2 years ago
• ngoc-nguyen-0 / LOKT_neurips2023
  ☆10Updated 4 months ago
• sutd-visual-computing-group / Re-thinking_MI
  [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks
  ☆40Updated last year
• cleverhans-lab / machine-unlearning
  ☆181Updated last year
• bboylyg / ABL
  Anti-Backdoor learning (NeurIPS 2021)
  ☆82Updated last year
• lmgraves / AmnesiacML
  Methods for removing learned data from neural nets and evaluation of those methods
  ☆34Updated 4 years ago