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
  ☆146Updated last year
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆77Updated 3 years ago
• microsoft / dp-few-shot-generation
  ☆28Updated 2 years ago
• VITA-Group / DP-OPT
  [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
  ☆46Updated last year
• eth-sri / llmprivacy
  ☆71Updated 10 months ago
• QinbinLi / LLM-PBE
  A toolkit to assess data privacy in LLMs (under development)
  ☆66Updated 11 months 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…
  ☆63Updated 10 months ago
• byerose / Awesome-Foundation-Model-Security
  A curated list of trustworthy Generative AI papers. Daily updating...
  ☆75Updated last year
• ftramer / LM_Memorization
  Training data extraction on GPT-2
  ☆194Updated 2 years ago
• iamgroot42 / mimir
  Python package for measuring memorization in LLMs.
  ☆176Updated 5 months ago
• facebookresearch / SecAlign
  Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"
  ☆76Updated 5 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]
  ☆103Updated last year
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆181Updated 3 years ago
• arobey1 / smooth-llm
  ☆114Updated 2 years ago
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆172Updated last year
• aounon / certified-llm-safety
  ☆47Updated last year
• eth-sri / lamp
  LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)
  ☆27Updated 7 months ago
• GodXuxilie / PromptAttack
  An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)
  ☆107Updated 11 months ago
• facebookresearch / text-adversarial-attack
  Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"
  ☆110Updated 2 years ago
• wyshi / lm_privacy
  ☆21Updated 4 years ago
• Sizhe-Chen / StruQ
  official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries
  ☆56Updated last month
• AI-secure / aug-pe
  [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text
  ☆52Updated 11 months ago
• Vaidehi99 / InfoDeletionAttacks
  ☆48Updated 10 months ago
• sleeepeer / PoisonedRAG
  [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
  ☆220Updated last month
• LLM-Tuning-Safety / LLMs-Finetuning-Safety
  We jailbreak GPT-3.5 Turbo’s safety guardrails by fine-tuning it on only 10 adversarially designed examples, at a cost of less than $0.20…
  ☆333Updated last year
• lapisrocks / rpo
  Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"
  ☆60Updated last year
• microsoft / DPSDA
  Private Evolution: Generating DP Synthetic Data without Training [ICLR 2024, ICML 2024 Spotlight]
  ☆109Updated last month
• eth-sri / SynthPAI
  A Synthetic Dataset for Personal Attribute Inference (NeurIPS'24 D&B)
  ☆45Updated 4 months ago
• uw-nsl / SafeDecoding
  Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
  ☆152Updated last year