Alternatives and similar repositories for MOSSBench:

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

• gyhdog99 / ECSO
  ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)
  ☆23Updated 4 months ago
• ys-zong / VLGuard
  [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.
  ☆61Updated 2 months ago
• Qinyu-Allen-Zhao / LVLM-LP
  The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?
  ☆27Updated 4 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"
  ☆78Updated last year
• AI45Lab / MLLMGuard
  ☆23Updated 5 months ago
• DripNowhy / ETA
  [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"
  ☆14Updated last month
• AI45Lab / VLSBench
  Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety
  ☆35Updated 2 weeks ago
• erfanshayegani / Jailbreak-In-Pieces
  [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…
  ☆45Updated 9 months ago
• swj0419 / muse_bench
  ☆21Updated 2 weeks ago
• SaFoLab-WISC / AdaShield
  [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…
  ☆54Updated 8 months ago
• EchoseChen / SPA-VL-RLHF
  The reinforcement learning codes for dataset SPA-VL
  ☆31Updated 9 months ago
• Unispac / shallow-vs-deep-alignment
  Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep
  ☆82Updated 8 months ago
• eric-ai-lab / MSSBench
  [ICLR 2025] Official codebase for the ICLR 2025 paper "Multimodal Situational Safety"
  ☆12Updated last month
• isXinLiu / MM-SafetyBench
  Accepted by ECCV 2024
  ☆115Updated 5 months ago
• pipilurj / MLLM-protector
  The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"
  ☆34Updated 11 months ago
• umd-huang-lab / VLM-Poisoning
  Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆44Updated 2 months ago
• thunxxx / MLLM-Jailbreak-evaluation-MMJ-Bench
  ☆32Updated 3 months ago
• wonderNefelibata / Awesome-LRM-Safety
  Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …
  ☆53Updated this week
• franciscoliu / MLLMU-Bench
  [NAACL 2025 Main] Official Implementation of MLLMU-Bench
  ☆18Updated 2 weeks ago
• git-disl / Booster
  This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…
  ☆21Updated this week
• SaFoLab-WISC / FIUBench
  A Task of Fictitious Unlearning for VLMs
  ☆11Updated last month
• git-disl / Vaccine
  This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)
  ☆41Updated 4 months ago
• haonan3 / V1
  V1: Toward Multimodal Reasoning by Designing Auxiliary Task
  ☆20Updated last week
• LzVv123456 / VISTA
  ☆33Updated last month
• OPTML-Group / SOUL
  Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"
  ☆22Updated 5 months ago
• thu-ml / STAIR
  Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"
  ☆28Updated last month
• licong-lin / negative-preference-optimization
  ☆50Updated 8 months ago
• Purshow / Awesome-LVLM-Hallucination
  ☆45Updated 4 months ago
• ZFancy / awesome-activation-engineering
  A curated list of resources for activation engineering
  ☆46Updated 2 weeks ago
• BillChan226 / HALC
  [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"
  ☆85Updated 3 months ago