ethz-spylab / rlhf_trojan_competition

Related projects: ⓘ

• GraySwanAI / circuit-breakers
  Improving Alignment and Robustness with Circuit Breakers
  ☆124Updated 2 months ago
• GraySwanAI / nanoGCG
  A fast + lightweight implementation of the GCG algorithm in PyTorch
  ☆72Updated last week
• chawins / pal
  PAL: Proxy-Guided Black-Box Attack on Large Language Models
  ☆45Updated last month
• andyzoujm / breaking-llama-guard
  Code to break Llama Guard
  ☆27Updated 9 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
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆110Updated 4 months ago
• max-andr / adversarial-random-search-gpt4
  Adversarial Attacks on GPT-4 via Simple Random Search [Dec 2023]
  ☆41Updated 4 months ago
• tml-epfl / llm-adaptive-attacks
  Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [arXiv, Apr 2024]
  ☆181Updated last month
• 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
• ejones313 / auditing-llms
  ☆47Updated last year
• rishub-tamirisa / tamper-resistance
  Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"
  ☆34Updated 3 weeks ago
• aengusl / latent-adversarial-training
  ☆22Updated this week
• iamgroot42 / mimir
  Python package for measuring memorization in LLMs.
  ☆107Updated this week
• JonasGeiping / carving
  Package to optimize Adversarial Attacks against (Large) Language Models with Varied Objectives
  ☆59Updated 6 months ago
• andyrdt / refusal_direction
  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
  ☆76Updated 3 weeks ago
• ethz-spylab / agentdojo
  A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.
  ☆48Updated last week
• rotaryhammer / code-autodan
  An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)
  ☆27Updated 7 months ago
• azshue / AutoPoison
  The official repository of the paper "On the Exploitability of Instruction Tuning".
  ☆56Updated 7 months ago
• JailbreakBench / jailbreakbench
  An Open Robustness Benchmark for Jailbreaking Language Models [arXiv 2024]
  ☆169Updated last month
• anthropics / sleeper-agents-paper
  Contains random samples referenced in the paper "Sleeper Agents: Training Robustly Deceptive LLMs that Persist Through Safety Training".
  ☆81Updated 6 months ago
• locuslab / tofu
  Landing Page for TOFU
  ☆79Updated 3 months ago
• SheltonLiu-N / Universal-Prompt-Injection
  The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".
  ☆27Updated 5 months ago
• mlcommons / modelbench
  Run safety benchmarks against AI models and view detailed reports showing how well they performed.
  ☆50Updated this week
• ThuCCSLab / JailbreakEval
  A collection of automated evaluators for assessing jailbreak attempts.
  ☆55Updated 2 months ago
• XuandongZhao / weak-to-strong
  Weak-to-Strong Jailbreaking on Large Language Models
  ☆62Updated 6 months ago
• paul-rottger / exaggerated-safety
  Röttger et al. (2023): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"
  ☆55Updated 8 months ago
• ebagdasa / multimodal_injection
  ☆59Updated 11 months ago
• uw-nsl / SafeDecoding
  Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
  ☆89Updated 2 months ago
• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆73Updated 11 months ago
• Yu-Fangxu / COLD-Attack
  [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
  ☆84Updated this week