Alternatives and similar repositories for llm-dp-finetune

Users that are interested in llm-dp-finetune are comparing it to the libraries listed below

• IBM / SafeLoRA
  Github repo for NeurIPS 2024 paper "Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models"
  ☆23Updated 2 months ago
• QinbinLi / LLM-PBE
  A toolkit to assess data privacy in LLMs (under development)
  ☆65Updated 11 months ago
• VITA-Group / DP-OPT
  [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
  ☆46Updated last year
• Jayfeather1024 / Backdoor-Enhanced-Alignment
  ☆24Updated last year
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆61Updated 2 years ago
• UCSB-NLP-Chang / SemanticSmooth
  Implementation of paper 'Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing'
  ☆21Updated last year
• litian96 / AdaDPS
  Private Adaptive Optimization with Side Information (ICML '22)
  ☆16Updated 3 years ago
• xiangyue9607 / DP-Forward
  ☆23Updated last year
• aounon / certified-llm-safety
  ☆46Updated last year
• Sizhe-Chen / StruQ
  official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries
  ☆54Updated last month
• Vaidehi99 / InfoDeletionAttacks
  ☆48Updated 10 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…
  ☆62Updated 10 months ago
• eth-sri / llmprivacy
  ☆70Updated 10 months ago
• ethz-spylab / jailbreak-tax
  ☆22Updated 4 months ago
• xyq7 / GradSafe
  Official Code for ACL 2024 paper "GradSafe: Detecting Unsafe Prompts for LLMs via Safety-Critical Gradient Analysis"
  ☆60Updated 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]
  ☆102Updated last year
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆77Updated 3 years ago
• microsoft / dp-few-shot-generation
  ☆28Updated 2 years ago
• facebookresearch / SecAlign
  Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"
  ☆76Updated 4 months ago
• ethz-spylab / rlhf-poisoning
  Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"
  ☆66Updated last year
• arobey1 / smooth-llm
  ☆114Updated 2 years ago
• AI45Lab / CodeAttack
  [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion
  ☆55Updated 2 months ago
• DennisLiu2022 / Membership-Inference-Attacks-by-Exploiting-Loss-Trajectory
  ☆24Updated 3 years ago
• lapisrocks / rpo
  Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"
  ☆59Updated last year
• mireshghallah / neighborhood-curvature-mia
  ☆24Updated 2 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
  ☆68Updated last year
• illidanlab / inversion-influence-function
  Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023
  ☆16Updated 2 years ago
• UCDvision / backdoor_transformer
  ☆32Updated 3 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…
  ☆101Updated last year
• byerose / Awesome-Foundation-Model-Security
  A curated list of trustworthy Generative AI papers. Daily updating...
  ☆75Updated last year