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
  ☆68Updated last year
• microsoft / dp-transformers
  Differentially-private transformers using HuggingFace and Opacus
  ☆143Updated last year
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆75Updated 3 years ago
• byerose / Awesome-Foundation-Model-Security
  A curated list of trustworthy Generative AI papers. Daily updating...
  ☆74Updated last year
• eth-sri / llmprivacy
  ☆69Updated 8 months ago
• QinbinLi / LLM-PBE
  A toolkit to assess data privacy in LLMs (under development)
  ☆62Updated 9 months ago
• lancopku / agent-backdoor-attacks
  Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]
  ☆93Updated last year
• iamgroot42 / mimir
  Python package for measuring memorization in LLMs.
  ☆170Updated 3 months ago
• arobey1 / smooth-llm
  ☆111Updated last year
• 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
• 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
• sleeepeer / PoisonedRAG
  [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
  ☆209Updated 8 months ago
• wegodev2 / virtual-prompt-injection
  Unofficial implementation of "Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection"
  ☆23Updated last year
• facebookresearch / SecAlign
  Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"
  ☆72Updated 3 months ago
• thunlp / OpenBackdoor
  An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)
  ☆196Updated 2 years ago
• CryptoAILab / JailbreakEval
  [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.
  ☆172Updated 6 months ago
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆176Updated 2 years ago
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆168Updated last year
• AI-secure / DecodingTrust
  A Comprehensive Assessment of Trustworthiness in GPT Models
  ☆303Updated last year
• uw-nsl / SafeDecoding
  Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
  ☆146Updated last year
• Vaidehi99 / InfoDeletionAttacks
  ☆46Updated 8 months ago
• Princeton-SysML / Jailbreak_LLM
  ☆185Updated last year
• ftramer / LM_Memorization
  Training data extraction on GPT-2
  ☆193Updated 2 years ago
• poloclub / llm-self-defense
  LLM Self Defense: By Self Examination, LLMs know they are being tricked
  ☆43Updated last year
• BHui97 / PLeak
  ☆65Updated 10 months ago
• AI-secure / aug-pe
  [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text
  ☆46Updated 9 months ago
• Yu-Fangxu / COLD-Attack
  [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
  ☆166Updated 10 months ago
• Django-Jiang / BadChain
  [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
  ☆39Updated last year
• AI-secure / AgentPoison
  [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"
  ☆160Updated 6 months ago