Alternatives and similar repositories for dp-few-shot-generation

Users that are interested in dp-few-shot-generation are comparing it to the libraries listed below

• VITA-Group / DP-OPT
  [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
  ☆41Updated 11 months ago
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆73Updated 2 years ago
• wyshi / lm_privacy
  ☆18Updated 3 years ago
• AI-secure / aug-pe
  [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text
  ☆39Updated 4 months ago
• Vaidehi99 / InfoDeletionAttacks
  ☆42Updated 3 months 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
• mireshghallah / neighborhood-curvature-mia
  ☆21Updated last year
• QinbinLi / LLM-PBE
  A toolkit to assess data privacy in LLMs (under development)
  ☆57Updated 4 months ago
• pratyushmaini / llm_dataset_inference
  Official Repository for Dataset Inference for LLMs
  ☆33Updated 9 months ago
• JialinMao / private_CNN
  ☆10Updated 2 years ago
• Jayfeather1024 / Backdoor-Enhanced-Alignment
  ☆20Updated 5 months ago
• litian96 / AdaDPS
  Private Adaptive Optimization with Side Information (ICML '22)
  ☆16Updated 2 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
• 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 11 months ago
• papersPapers / BadPrompt
  Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"
  ☆36Updated 10 months ago
• google-research / public-data-in-dpfl
  ☆22Updated 2 years ago
• aounon / certified-llm-safety
  ☆37Updated 9 months ago
• ejones313 / auditing-llms
  ☆54Updated 2 years ago
• microsoft / dp-transformers
  Differentially-private transformers using HuggingFace and Opacus
  ☆138Updated 8 months ago
• mireshghallah / ft-memorization
  ☆13Updated 2 years ago
• byerose / Awesome-Foundation-Model-Security
  A curated list of trustworthy Generative AI papers. Daily updating...
  ☆71Updated 8 months ago
• xlhex / dpnlp
  ☆9Updated 4 years ago
• skywalker023 / confaide
  🤫 Code and benchmark for our ICLR 2024 spotlight paper: "Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Con…
  ☆42Updated last year
• DennisLiu2022 / Membership-Inference-Attacks-by-Exploiting-Loss-Trajectory
  ☆25Updated 2 years ago
• weichen-yu / LM-Extraction
  ☆42Updated last year
• phycholosogy / RAG-privacy
  The code for paper "The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)", exploring the privacy risk o…
  ☆48Updated 3 months ago
• locuslab / acr-memorization
  ☆33Updated 4 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 11 months ago
• microsoft / analysing_pii_leakage
  The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…
  ☆93Updated 9 months ago
• yjw1029 / Self-Reminder
  Code for our paper "Defending ChatGPT against Jailbreak Attack via Self-Reminder" in NMI.
  ☆48Updated last year