google-research / lm-extraction-benchmark

Related projects: ⓘ

• ftramer / LM_Memorization
  Training data extraction on GPT-2
  ☆166Updated last year
• facebookresearch / ResponsibleNLP
  Repository for research in the field of Responsible NLP at Meta.
  ☆180Updated last month
• microsoft / dp-transformers
  Differentially-private transformers using HuggingFace and Opacus
  ☆108Updated 3 weeks ago
• iamgroot42 / mimir
  Python package for measuring memorization in LLMs.
  ☆107Updated this week
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆151Updated last year
• microsoft / TOXIGEN
  This repo contains the code for generating the ToxiGen dataset, published at ACL 2022.
  ☆270Updated 3 months ago
• centerforaisafety / tdc2023-starter-kit
  This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.
  ☆77Updated 4 months ago
• eric-mitchell / mend
  MEND: Fast Model Editing at Scale
  ☆229Updated last year
• locuslab / tofu
  Landing Page for TOFU
  ☆79Updated 3 months ago
• centerforaisafety / HarmBench
  HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
  ☆275Updated last month
• hendrycks / ethics
  Aligning AI With Shared Human Values (ICLR 2021)
  ☆233Updated last year
• 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
  ☆58Updated 3 months ago
• i-gallegos / Fair-LLM-Benchmark
  ☆101Updated last year
• facebookresearch / text-adversarial-attack
  Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"
  ☆98Updated last year
• davidbau / baukit
  ☆159Updated 6 months ago
• AI-secure / DecodingTrust
  A Comprehensive Assessment of Trustworthiness in GPT Models
  ☆250Updated this week
• centerforaisafety / wmdp
  WMDP is a LLM proxy benchmark for hazardous knowledge in bio, cyber, and chemical security. We also release code for RMU, an unlearning m…
  ☆72Updated 4 months ago
• MadryLab / trak
  A fast, effective data attribution method for neural networks in PyTorch
  ☆170Updated this week
• GraySwanAI / circuit-breakers
  Improving Alignment and Robustness with Circuit Breakers
  ☆124Updated 2 months ago
• chrisliu298 / awesome-llm-unlearning
  A resource repository for machine unlearning in large language models
  ☆131Updated this week
• martiansideofthemoon / ai-detection-paraphrases
  Official repository for our NeurIPS 2023 paper "Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense…
  ☆131Updated 10 months ago
• 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…
  ☆219Updated 6 months ago
• logix-project / logix
  AI Logging for Interpretability and Explainability🔬
  ☆74Updated 3 months ago
• vinid / safety-tuned-llamas
  ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.
  ☆61Updated 4 months 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
  ☆30Updated 2 years ago
• neulab / knn-transformers
  PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an…
  ☆269Updated last year
• declare-lab / red-instruct
  Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment
  ☆76Updated 6 months ago
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆110Updated 4 months ago
• princeton-nlp / corpus-poisoning
  [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156
  ☆21Updated 9 months ago
• mmatena / model_merging
  ☆61Updated 2 years ago