Alternatives and similar repositories for LM_Memorization:

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

• google-research / lm-extraction-benchmark
  ☆278Updated 5 months ago
• iamgroot42 / mimir
  Python package for measuring memorization in LLMs.
  ☆134Updated last month
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆69Updated 2 years ago
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆165Updated 2 years ago
• facebookresearch / text-adversarial-attack
  Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"
  ☆102Updated 2 years ago
• paul-rottger / exaggerated-safety
  Röttger et al. (2023): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"
  ☆77Updated last year
• neulab / RIPPLe
  Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)
  ☆140Updated 3 years ago
• shreyansh26 / Extracting-Training-Data-from-Large-Langauge-Models
  A re-implementation of the "Extracting Training Data from Large Language Models" paper by Carlini et al., 2020
  ☆34Updated 2 years ago
• centerforaisafety / tdc2023-starter-kit
  This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.
  ☆82Updated 7 months 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…
  ☆88Updated 5 months ago
• wyshi / lm_privacy
  ☆18Updated 3 years ago
• microsoft / dp-transformers
  Differentially-private transformers using HuggingFace and Opacus
  ☆129Updated 4 months ago
• joeljang / knowledge-unlearning
  [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models
  ☆79Updated 4 months ago
• i-gallegos / Fair-LLM-Benchmark
  ☆118Updated last year
• locuslab / tofu
  Landing Page for TOFU
  ☆107Updated 3 weeks 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
  ☆65Updated 7 months ago
• thunlp / OpenBackdoor
  An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)
  ☆163Updated last year
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆134Updated 8 months ago
• martiansideofthemoon / ai-detection-paraphrases
  Official repository for our NeurIPS 2023 paper "Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense…
  ☆150Updated last year
• pratyushmaini / llm_dataset_inference
  Official Repository for Dataset Inference for LLMs
  ☆26Updated 5 months 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
• HKUST-KnowComp / GEIA
  Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Rec…
  ☆42Updated 7 months ago
• csong27 / collision-bert
  ☆28Updated 4 years ago
• vinid / safety-tuned-llamas
  ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.
  ☆75Updated 8 months ago
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆57Updated last year
• amazon-science / controlling-llm-memorization
  ☆32Updated last year
• AlexWan0 / Poisoning-Instruction-Tuned-Models
  ☆52Updated 7 months ago
• byerose / Awesome-Foundation-Model-Security
  A curated list of trustworthy Generative AI papers. Daily updating...
  ☆68Updated 4 months ago
• logix-project / logix
  AI Logging for Interpretability and Explainability🔬
  ☆97Updated 7 months ago
• eth-sri / llmprivacy
  ☆50Updated 7 months ago