Alternatives and similar repositories for DPDM

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

• nivha / dataset_reconstruction
  ☆59Updated last year
• microsoft / DPSDA
  Private Evolution: Generating DP Synthetic Data without Training [ICLR 2024, ICML 2024 Spotlight]
  ☆107Updated this week
• ndb796 / MachineUnlearning
  Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems
  ☆63Updated 5 months ago
• woodyx218 / opacus_global_clipping
  ☆15Updated 2 years ago
• YuxinWenRick / canary-in-a-coalmine
  ☆32Updated last year
• OPTML-Group / Unlearn-Sparse
  [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…
  ☆81Updated last year
• somepago / DCR
  Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.
  ☆113Updated last year
• DingfanChen / GS-WGAN
  Official implementation of "GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators" (NeurIPS 2020)
  ☆70Updated 3 years ago
• meghdadk / SCRUB
  ☆49Updated last year
• ml-postech / gradient-inversion-generative-image-prior
  ☆44Updated 3 years ago
• 2019ChenGong / DPImageBench
  [CCS 2025] DPImageBench is an open-source toolkit developed to facilitate the research and application of DP image synthesis.
  ☆25Updated 3 weeks ago
• jinhaoduan / SecMI
  [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?
  ☆42Updated last year
• google-research / public-data-in-dpfl
  ☆23Updated 2 years ago
• cleverhans-lab / unrolling-sgd
  code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22
  ☆23Updated 3 years ago
• Machine-Learning-Security-Lab / mia_prune
  Membership Inference Attacks and Defenses in Neural Network Pruning
  ☆28Updated 3 years ago
• NYU-DICE-Lab / circumventing-concept-erasure
  ☆22Updated 2 years ago
• AdityaGolatkar / SelectiveForgetting
  ☆58Updated 5 years ago
• JialinMao / private_CNN
  ☆10Updated 3 years ago
• hsouri / Sleeper-Agent
  ☆68Updated last year
• ftramer / Handcrafted-DP
  ☆80Updated 3 years ago
• jeremy43 / Private_kNN
  ☆24Updated 3 years ago
• OPTML-Group / UnlearnCanvas
  [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…
  ☆78Updated last year
• ethz-spylab / diffusion_denoised_smoothing
  Certified robustness "for free" using off-the-shelf diffusion models and classifiers
  ☆44Updated 2 years ago
• google-deepmind / jax_privacy
  Algorithms for Privacy-Preserving Machine Learning in JAX
  ☆107Updated last week
• DingfanChen / RelaxLoss
  Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)
  ☆48Updated 3 years ago
• inspire-group / DP-RandP
  [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes
  ☆12Updated 2 years ago
• IBM / BadDiffusion
  Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023
  ☆94Updated last month
• facebookresearch / certified-removal
  Certified Removal from Machine Learning Models
  ☆69Updated 4 years ago
• SonyResearch / IDEAL
  Query-Efficient Data-Free Learning from Black-Box Models
  ☆23Updated 2 years ago
• OPTML-Group / Unlearn-Saliency
  [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…
  ☆138Updated 5 months ago