epfl-dlab / property-inference-attacks

Related projects ⓘ

Alternatives and complementary repositories for property-inference-attacks

• shrezaei / MI-Attack
  ☆32Updated 2 months ago
• Kooscii / BadNets
  ☆91Updated 4 years ago
• antoniobarbalau / black-box-ripper
  Black-Box Ripper: Copying black-box models using generative evolutionary algorithms - NIPS 2020 - Official Implementation
  ☆28Updated 4 years ago
• google-research / DP-FTRL
  DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.
  ☆25Updated 3 months ago
• jagielski / auditing-dpsgd
  Code for Auditing DPSGD
  ☆35Updated 2 years ago
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆57Updated last year
• AI-secure / Meta-Nerual-Trojan-Detection
  ☆62Updated 4 years ago
• sarus-tech / dp-xgboost
  ☆23Updated 10 months ago
• litian96 / AdaDPS
  Private Adaptive Optimization with Side Information (ICML '22)
  ☆16Updated 2 years ago
• cleverhans-lab / entangled-watermark
  ☆44Updated 3 years ago
• ebagdasa / differential-privacy-vs-fairness
  Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19
  ☆34Updated 3 years ago
• pasquini-dario / SplitNN_FSHA
  Privacy attacks on Split Learning
  ☆37Updated 3 years ago
• DingfanChen / RelaxLoss
  Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)
  ☆46Updated 2 years ago
• ganeshdg95 / Leveraging-Adversarial-Examples-to-Quantify-Membership-Information-Leakage
  ☆19Updated last year
• google-deepmind / jax_privacy
  Algorithms for Privacy-Preserving Machine Learning in JAX
  ☆89Updated 5 months ago
• pps-lab / rofl-project-code
  ☆32Updated last year
• AI-secure / FLBenchmark-toolkit
  Federated Learning Framework Benchmark (UniFed)
  ☆47Updated last year
• jinyuan-jia / MemGuard
  ☆45Updated 5 years ago
• dayu11 / Gradient-Embedding-Perturbation
  ☆27Updated last year
• spliew / shuffgauss
  ☆10Updated last year
• Hazelsuko07 / TextHide
  TextHide: Tackling Data Privacy in Language Understanding Tasks
  ☆30Updated 3 years ago
• wuyinjun-1993 / DeltaGrad
  ☆28Updated 3 years ago
• facebookresearch / dp_compression
  Code repo for the paper "Privacy-aware Compression for Federated Data Analysis".
  ☆16Updated last year
• woodyx218 / opacus_global_clipping
  ☆13Updated last year
• xcgoner / iclr2020_zeno_async
  Source code of ICLR2020 submisstion: Zeno++: Robust Fully Asynchronous SGD
  ☆13Updated 4 years ago
• xiangyue9607 / DP-Forward
  ☆20Updated 7 months ago
• google-deepmind / informed_adversary_mnist_reconstruction
  ☆16Updated 2 years ago
• microsoft / prv_accountant
  A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.
  ☆70Updated 9 months ago
• VITA-Group / DP-OPT
  [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
  ☆32Updated 5 months ago
• alshedivat / fedpa
  Federated posterior averaging implemented in JAX
  ☆49Updated last year