Alternatives and similar repositories for privacy-preserving-prompt

Users that are interested in privacy-preserving-prompt 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
  ☆46Updated last year
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆75Updated 3 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 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…
  ☆55Updated 7 months ago
• thunlp / OpenBackdoor
  An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)
  ☆191Updated 2 years 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…
  ☆100Updated last year
• hzy312 / Awesome-LLM-Watermark
  UP-TO-DATE LLM Watermark paper. 🔥🔥🔥
  ☆355Updated 9 months ago
• thunlp / HiddenKiller
  Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"
  ☆42Updated 3 years ago
• cnut1648 / Model-Fingerprint
  Fingerprint large language models
  ☆41Updated last year
• kevinyaobytedance / llm_unlearn
  LLM Unlearning
  ☆174Updated last year
• QinbinLi / LLM-PBE
  A toolkit to assess data privacy in LLMs (under development)
  ☆62Updated 8 months ago
• ftramer / LM_Memorization
  Training data extraction on GPT-2
  ☆193Updated 2 years ago
• iamgroot42 / mimir
  Python package for measuring memorization in LLMs.
  ☆166Updated 2 months 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-…
  ☆42Updated 4 years ago
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆59Updated 2 years ago
• YihanWang617 / llm-jailbreaking-defense
  A lightweight library for large laguage model (LLM) jailbreaking defense.
  ☆57Updated 2 weeks ago
• eth-sri / llmprivacy
  ☆67Updated 7 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
• git-disl / awesome_LLM-harmful-fine-tuning-papers
  A survey on harmful fine-tuning attack for large language model
  ☆208Updated this week
• Xianjun-Yang / Awesome_papers_on_LLMs_detection
  The lastest paper about detection of LLM-generated text and code
  ☆277Updated 3 months ago
• lancopku / RAP
  Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)
  ☆25Updated 3 years ago
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆176Updated 2 years ago
• byerose / Awesome-Foundation-Model-Security
  A curated list of trustworthy Generative AI papers. Daily updating...
  ☆74Updated last year
• GodXuxilie / PromptAttack
  An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)
  ☆99Updated 8 months ago
• microsoft / dp-transformers
  Differentially-private transformers using HuggingFace and Opacus
  ☆142Updated last year
• jthickstun / watermark
  Code for watermarking language models
  ☆82Updated last year
• Vaidehi99 / InfoDeletionAttacks
  ☆45Updated 7 months ago
• wyshi / lm_privacy
  ☆21Updated 4 years ago
• princeton-nlp / corpus-poisoning
  [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156
  ☆37Updated last year
• aounon / certified-llm-safety
  ☆44Updated last year