trusthlt / dp-bart-private-rewriting

Related projects ⓘ

Alternatives and complementary repositories for dp-bart-private-rewriting

• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆66Updated 2 years ago
• trusthlt / dp-rewrite
  DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting
  ☆15Updated last year
• wyshi / lm_privacy
  ☆18Updated 3 years ago
• dayu11 / Differentially-Private-Deep-Learning
  This repo implements several algorithms for learning with differential privacy.
  ☆102Updated last year
• 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 / DataLens
  [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…
  ☆37Updated 2 years ago
• wyshi / sdp_transformers
  ☆12Updated last year
• xiangyue9607 / DP-Forward
  ☆20Updated 7 months ago
• whopriyam / Benchmarking-Differential-Privacy-and-Federated-Learning-for-BERT-Models
  ☆16Updated 2 years ago
• microsoft / dp-few-shot-generation
  ☆22Updated 11 months ago
• thunlp / HiddenKiller
  Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"
  ☆37Updated 2 years ago
• VITA-Group / DP-OPT
  [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
  ☆32Updated 5 months ago
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆159Updated last year
• xiangyue9607 / SanText
  Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"
  ☆26Updated 2 years ago
• facebookresearch / label_dp_antipodes
  Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"
  ☆30Updated 2 years ago
• AI-secure / aug-pe
  [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text
  ☆28Updated last week
• papersPapers / BadPrompt
  Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"
  ☆36Updated 4 months ago
• csong27 / auditing-text-generation
  Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)
  ☆9Updated 5 years ago
• xlhex / dpnlp
  ☆10Updated 4 years ago
• woodyx218 / opacus_global_clipping
  ☆13Updated last year
• safr-ai-lab / survey-llm
  A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code
  ☆63Updated 5 months ago
• shrebox / Privacy-Attacks-in-Machine-Learning
  Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.
  ☆56Updated last month
• microsoft / prv_accountant
  A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.
  ☆70Updated 9 months ago
• AI-secure / FLBenchmark-toolkit
  Federated Learning Framework Benchmark (UniFed)
  ☆47Updated last year
• zhmzm / Poisoning_Backdoor-critical_Layers_Attack
  [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"
  ☆19Updated 10 months ago
• AdrienBenamira / membership_inference_attack
  Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.
  ☆52Updated 5 years ago
• csong27 / property-inference-collaborative-ml
  Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)
  ☆53Updated 5 years ago
• alewarne / MachineUnlearning
  Code related to the paper "Machine Unlearning of Features and Labels"
  ☆68Updated 9 months ago
• dayu11 / Gradient-Embedding-Perturbation
  ☆27Updated last year
• JeffffffFu / DPSUR
  DPSUR
  ☆20Updated 4 months ago