Alternatives and similar repositories for lm_privacy:

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

• xlhex / dpnlp
  ☆9Updated 4 years ago
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆72Updated 2 years ago
• VITA-Group / DP-OPT
  [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
  ☆39Updated 10 months ago
• microsoft / dp-few-shot-generation
  ☆26Updated last year
• wyshi / sdp_transformers
  ☆12Updated 2 years ago
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆56Updated 2 years ago
• xiangyue9607 / Sentence-LDP
  Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"
  ☆10Updated 2 years ago
• google-research / public-data-in-dpfl
  ☆22Updated 2 years ago
• Hazelsuko07 / TextHide
  TextHide: Tackling Data Privacy in Language Understanding Tasks
  ☆31Updated 3 years ago
• csong27 / collision-bert
  ☆27Updated 4 years ago
• leix28 / prompt-universal-vulnerability
  Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022
  ☆29Updated 2 years ago
• thunlp / NeuBA
  ☆25Updated 3 years ago
• mireshghallah / neighborhood-curvature-mia
  ☆21Updated last year
• JialinMao / private_CNN
  ☆10Updated 2 years ago
• pratyushmaini / llm_dataset_inference
  Official Repository for Dataset Inference for LLMs
  ☆33Updated 8 months ago
• microsoft / dp-transformers
  Differentially-private transformers using HuggingFace and Opacus
  ☆134Updated 7 months ago
• Chriskuei / FedMatch
  CIKM 2021 Full Paper: FedMatch: Federated Learning Over Heterogeneous Question Answering Data
  ☆12Updated 3 years ago
• mireshghallah / ft-memorization
  ☆11Updated 2 years ago
• dayu11 / Gradient-Embedding-Perturbation
  ☆27Updated 2 years ago
• lancopku / Embedding-Poisoning
  Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…
  ☆40Updated 3 years ago
• trusthlt / dp-rewrite
  DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting
  ☆14Updated last year
• papersPapers / BadPrompt
  Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"
  ☆36Updated 9 months ago
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆171Updated 2 years ago
• Vaidehi99 / InfoDeletionAttacks
  ☆42Updated 2 months ago
• 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
  ☆67Updated 10 months ago
• trusthlt / dp-bart-private-rewriting
  DP-BART for Privatized Text Rewriting under Local Differential Privacy
  ☆16Updated 5 months ago
• Princeton-SysML / kNNLM_privacy
  Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888
  ☆35Updated 10 months ago
• litian96 / AdaDPS
  Private Adaptive Optimization with Side Information (ICML '22)
  ☆16Updated 2 years ago
• dayu11 / Differentially-Private-Deep-Learning
  This repo implements several algorithms for learning with differential privacy.
  ☆107Updated 2 years ago
• jagielski / auditing-dpsgd
  Code for Auditing DPSGD
  ☆37Updated 3 years ago