Alternatives and similar repositories for Unlearn-Sparse

Users that are interested in Unlearn-Sparse are comparing it to the libraries listed below

• meghdadk / SCRUB
  ☆44Updated 10 months ago
• AdityaGolatkar / SelectiveForgetting
  ☆57Updated 5 years ago
• shash42 / Evaluating-Inexact-Unlearning
  ☆12Updated last year
• OPTML-Group / Unlearn-WorstCase
  [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …
  ☆21Updated 3 weeks ago
• AISafety-HKUST / Backdoor_Safety_Tuning
  Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)
  ☆26Updated 7 months ago
• Jayfeather1024 / Backdoor-Enhanced-Alignment
  ☆20Updated 6 months ago
• DingfanChen / RelaxLoss
  Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)
  ☆50Updated 2 years ago
• Jimmy-di / camouflage-poisoning
  Camouflage poisoning via machine unlearning
  ☆17Updated last week
• reds-lab / Meta-Sift
  The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …
  ☆19Updated 2 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
• inspire-group / DP-RandP
  [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes
  ☆12Updated 2 years ago
• jinhaoduan / SecMI
  [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?
  ☆37Updated 9 months ago
• justincui03 / dc_benchmark
  ☆86Updated 2 years ago
• 2019ChenGong / DPImageBench
  DPImageBench is an open-source toolkit developed to facilitate the research and application of DP image synthesis.
  ☆21Updated 2 weeks ago
• csdongxian / ANP_backdoor
  Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"
  ☆58Updated 2 years ago
• conditionWang / Data_Centric_AI_IP_Protection
  This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspec…
  ☆22Updated last year
• alewarne / MachineUnlearning
  Code related to the paper "Machine Unlearning of Features and Labels"
  ☆70Updated last year
• lhfowl / robbing_the_fed
  ☆25Updated 3 years ago
• liuyugeng / baadd
  Code for Backdoor Attacks Against Dataset Distillation
  ☆35Updated 2 years ago
• ndb796 / MachineUnlearning
  Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems
  ☆61Updated last month
• OPTML-Group / Unlearn-Saliency
  [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…
  ☆123Updated 3 weeks ago
• facebookresearch / certified-removal
  Certified Removal from Machine Learning Models
  ☆66Updated 3 years ago
• YuxinWenRick / canary-in-a-coalmine
  ☆33Updated last year
• lmgraves / AmnesiacML
  Methods for removing learned data from neural nets and evaluation of those methods
  ☆36Updated 4 years ago
• bboylyg / RNP
  Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)
  ☆38Updated last year
• MartinPawel / In-Context-Unlearning
  "In-Context Unlearning: Language Models as Few Shot Unlearners". Martin Pawelczyk, Seth Neel* and Himabindu Lakkaraju*; ICML 2024.
  ☆26Updated last year
• zeyuanyin / tiny-imagenet
  ☆19Updated last year
• kong13661 / PIA
  Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
  ☆15Updated last year
• inspire-group / tta_risk
  ☆11Updated 2 years ago
• orientino / lira-pytorch
  Likelihood Ratio Attack (LiRA) in PyTorch
  ☆15Updated 3 months ago