Alternatives and similar repositories for Extracting-Training-Data-from-Large-Langauge-Models:

Users that are interested in Extracting-Training-Data-from-Large-Langauge-Models are comparing it to the libraries listed below

• wyshi / lm_privacy
  ☆18Updated 3 years ago
• jeffhj / LM_PersonalInfoLeak
  The code and data for "Are Large Pre-Trained Language Models Leaking Your Personal Information?" (Findings of EMNLP '22)
  ☆18Updated 2 years ago
• leix28 / prompt-universal-vulnerability
  Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022
  ☆29Updated 2 years ago
• facebookresearch / text-adversarial-attack
  Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"
  ☆104Updated 2 years ago
• mireshghallah / ft-memorization
  ☆11Updated 2 years ago
• pratyushmaini / llm_dataset_inference
  Official Repository for Dataset Inference for LLMs
  ☆32Updated 7 months ago
• xlhex / dpnlp
  ☆9Updated 4 years ago
• ftramer / LM_Memorization
  Training data extraction on GPT-2
  ☆181Updated 2 years ago
• AlexWan0 / Poisoning-Instruction-Tuned-Models
  ☆53Updated 9 months ago
• microsoft / dp-few-shot-generation
  ☆24Updated last year
• 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…
  ☆88Updated 7 months ago
• nickboucher / imperceptible
  Bad Characters: Imperceptible NLP Attacks
  ☆34Updated 11 months ago
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆71Updated 2 years ago
• HKUST-KnowComp / GEIA
  Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Rec…
  ☆45Updated 9 months ago
• amazon-science / controlling-llm-memorization
  ☆33Updated last year
• ebagdasa / propaganda_as_a_service
  Code for paper: "Spinning Language Models: Risks of Propaganda-as-a-Service and Countermeasures"
  ☆21Updated 2 years ago
• csong27 / collision-bert
  ☆27Updated 4 years ago
• Hazelsuko07 / TextHide
  TextHide: Tackling Data Privacy in Language Understanding Tasks
  ☆31Updated 3 years ago
• iamgroot42 / mimir
  Python package for measuring memorization in LLMs.
  ☆144Updated 3 months 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
  ☆66Updated 9 months ago
• RockyLzy / TextDefender
  codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"
  ☆31Updated last year
• thunlp / ONION
  Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"
  ☆32Updated 3 years ago
• neulab / RIPPLe
  Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)
  ☆140Updated 3 years ago
• xlhex / cater_neurips
  ☆6Updated 2 years ago
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆171Updated 2 years 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-…
  ☆38Updated 3 years ago
• dongxinshuai / ASCC
  ☆24Updated 3 years ago
• weichen-yu / LM-Extraction
  ☆41Updated last year
• xirui-li / DrAttack
  Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers
  ☆48Updated 6 months ago
• OSU-NLP-Group / AmpleGCG
  AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM
  ☆55Updated 4 months ago