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
  ☆44Updated last year
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆58Updated 2 years ago
• Vaidehi99 / InfoDeletionAttacks
  ☆44Updated 5 months ago
• wyshi / lm_privacy
  ☆19Updated 3 years ago
• QinbinLi / LLM-PBE
  A toolkit to assess data privacy in LLMs (under development)
  ☆59Updated 7 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
  ☆68Updated last year
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆75Updated 3 years ago
• jthickstun / watermark
  Code for watermarking language models
  ☆80Updated 11 months 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
• 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…
  ☆100Updated 11 months ago
• iamgroot42 / mimir
  Python package for measuring memorization in LLMs.
  ☆161Updated 3 weeks ago
• Jayfeather1024 / Backdoor-Enhanced-Alignment
  ☆22Updated 7 months ago
• pratyushmaini / llm_dataset_inference
  Official Repository for Dataset Inference for LLMs
  ☆36Updated last year
• microsoft / dp-transformers
  Differentially-private transformers using HuggingFace and Opacus
  ☆140Updated 11 months ago
• eth-sri / llmprivacy
  ☆61Updated 5 months ago
• papersPapers / BadPrompt
  Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"
  ☆39Updated last year
• mireshghallah / neighborhood-curvature-mia
  ☆21Updated last year
• aounon / certified-llm-safety
  ☆39Updated 11 months ago
• leix28 / prompt-universal-vulnerability
  Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022
  ☆30Updated 3 years ago
• princeton-nlp / corpus-poisoning
  [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156
  ☆35Updated last year
• centerforaisafety / tdc2023-starter-kit
  This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.
  ☆90Updated last year
• yaojin17 / Unlearning_LLM
  [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"
  ☆59Updated 10 months ago
• AI-secure / aug-pe
  [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text
  ☆42Updated 6 months ago
• google-research / public-data-in-dpfl
  ☆23Updated 2 years ago
• byerose / Awesome-Foundation-Model-Security
  A curated list of trustworthy Generative AI papers. Daily updating...
  ☆73Updated 11 months ago
• SafeAILab / RAIN
  [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning
  ☆96Updated last year
• litian96 / AdaDPS
  Private Adaptive Optimization with Side Information (ICML '22)
  ☆16Updated 3 years ago
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆160Updated last year
• ethz-spylab / rlhf-poisoning
  Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"
  ☆57Updated last year
• ejones313 / auditing-llms
  ☆55Updated 2 years ago