Alternatives and similar repositories for analysing_pii_leakage

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

• 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
• microsoft / dp-transformers
  Differentially-private transformers using HuggingFace and Opacus
  ☆142Updated last year
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆75Updated 3 years ago
• QinbinLi / LLM-PBE
  A toolkit to assess data privacy in LLMs (under development)
  ☆62Updated 9 months ago
• eth-sri / llmprivacy
  ☆68Updated 7 months ago
• VITA-Group / DP-OPT
  [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
  ☆46Updated last year
• microsoft / dp-few-shot-generation
  ☆28Updated last year
• byerose / Awesome-Foundation-Model-Security
  A curated list of trustworthy Generative AI papers. Daily updating...
  ☆74Updated last year
• iamgroot42 / mimir
  Python package for measuring memorization in LLMs.
  ☆166Updated 2 months ago
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆176Updated 2 years ago
• 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 8 months ago
• Vaidehi99 / InfoDeletionAttacks
  ☆46Updated 7 months ago
• arobey1 / smooth-llm
  ☆108Updated last year
• sleeepeer / PoisonedRAG
  [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
  ☆200Updated 7 months ago
• ftramer / LM_Memorization
  Training data extraction on GPT-2
  ☆193Updated 2 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
• wegodev2 / virtual-prompt-injection
  Unofficial implementation of "Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection"
  ☆22Updated last year
• lancopku / agent-backdoor-attacks
  Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]
  ☆91Updated last year
• eth-sri / SynthPAI
  A Synthetic Dataset for Personal Attribute Inference (NeurIPS'24 D&B)
  ☆44Updated 2 months ago
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆165Updated last year
• facebookresearch / SecAlign
  Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"
  ☆69Updated 2 months ago
• facebookresearch / text-adversarial-attack
  Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"
  ☆109Updated 2 years ago
• princeton-nlp / corpus-poisoning
  [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156
  ☆39Updated last year
• OSU-NLP-Group / AmpleGCG
  AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM
  ☆72Updated 11 months ago
• microsoft / DPSDA
  Private Evolution: Generating DP Synthetic Data without Training [ICLR 2024, ICML 2024 Spotlight]
  ☆102Updated 2 weeks ago
• wagner-group / MarkMyWords
  ☆30Updated last year
• Django-Jiang / BadChain
  [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
  ☆38Updated last year
• inspire-group / RobustRAG
  ☆20Updated last year
• jthickstun / watermark
  Code for watermarking language models
  ☆82Updated last year
• thunlp / OpenBackdoor
  An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)
  ☆192Updated 2 years ago