Alternatives and similar repositories for air-bench-2024

Users that are interested in air-bench-2024 are comparing it to the libraries listed below

• peterljq / Parsimonious-Concept-Engineering
  PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)
  ☆40Updated last year
• sail-sg / Agent-Smith
  [ICML 2024] Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast
  ☆117Updated last year
• ethz-spylab / unlearning-vs-safety
  ☆25Updated last year
• ChnQ / TracingLLM
  ☆30Updated last year
• yihuaihong / ConceptVectors
  [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"
  ☆38Updated 3 months ago
• milesaturpin / cot-unfaithfulness
  ☆51Updated 2 years ago
• poloclub / llm-landscape
  NeurIPS'24 - LLM Safety Landscape
  ☆33Updated last month
• zzwjames / FailureLLMUnlearning
  An official implementation of "Catastrophic Failure of LLM Unlearning via Quantization" (ICLR 2025)
  ☆35Updated 9 months ago
• eric-ai-lab / MSSBench
  [ICLR 2025] Official codebase for the ICLR 2025 paper "Multimodal Situational Safety"
  ☆30Updated 5 months ago
• UCSC-VLAA / vllm-safety-benchmark
  [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"
  ☆84Updated 2 years ago
• Vaidehi99 / InfoDeletionAttacks
  ☆48Updated 9 months ago
• JasonForJoy / Model-Editing-Hurt
  EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
  ☆37Updated 6 months ago
• bpwu1 / confidence-regulation-neurons
  Confidence Regulation Neurons in Language Models (NeurIPS 2024)
  ☆14Updated 9 months ago
• jiahai-feng / binding-iclr
  ☆16Updated last year
• princeton-nlp / benign-data-breaks-safety
  ☆41Updated last year
• deeplearning-wisc / haloscope
  source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"
  ☆62Updated 7 months ago
• azshue / AutoPoison
  The official repository of the paper "On the Exploitability of Instruction Tuning".
  ☆65Updated last year
• zhxieml / remiss-jailbreak
  ☆33Updated last year
• yaojin17 / Unlearning_LLM
  [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"
  ☆63Updated last year
• sail-sg / Cheating-LLM-Benchmarks
  [ICLR 2025] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates (Oral)
  ☆84Updated last year
• qcznlp / uncertainty_attack
  ☆21Updated 2 months ago
• thu-coai / SafeUnlearning
  Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks
  ☆32Updated last year
• paul-rottger / xstest
  Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"
  ☆116Updated 9 months ago
• luka-group / vlm-knowledge-conflict
  Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
  ☆48Updated last year
• katiekang1998 / reasoning_generalization
  ☆33Updated 10 months ago
• SafeAILab / RAIN
  [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning
  ☆98Updated last year
• declare-lab / resta
  Restore safety in fine-tuned language models through task arithmetic
  ☆29Updated last year
• ZhentingWang / DUMP
  ☆32Updated 6 months ago
• ejones313 / auditing-llms
  ☆59Updated 2 years ago
• vfleaking / PTST
  Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"
  ☆20Updated 2 months ago