xirui-li / MOSSBenchLinks
An implementation for MLLM oversensitivity evaluation
☆13Updated 6 months ago
Alternatives and similar repositories for MOSSBench
Users that are interested in MOSSBench are comparing it to the libraries listed below
Sorting:
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)☆23Updated 7 months ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆71Updated 4 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆80Updated last year
- [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"☆21Updated 2 weeks ago
- ☆46Updated 2 months ago
- The official repository for paper "MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance"☆37Updated last year
- The reinforcement learning codes for dataset SPA-VL☆33Updated 11 months ago
- This repo is for the safety topic, including attacks, defenses and studies related to reasoning and RL☆18Updated this week
- [ICLR 2025] BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks☆17Updated last month
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆58Updated 10 months ago
- [ACL 2025] Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safety☆40Updated 2 weeks ago
- ☆27Updated 7 months ago
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆56Updated last year
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…☆19Updated last week
- Accepted by ECCV 2024☆130Updated 7 months ago
- ☆21Updated 2 months ago
- A package that achieves 95%+ transfer attack success rate against GPT-4☆20Updated 7 months ago
- A Task of Fictitious Unlearning for VLMs☆16Updated last month
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …☆64Updated last week
- [NAACL 2025 Main] Official Implementation of MLLMU-Bench☆26Updated 2 months ago
- This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…☆27Updated 2 months ago
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆16Updated 2 months ago
- Official codebase for "STAIR: Improving Safety Alignment with Introspective Reasoning"☆37Updated 3 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆49Updated 4 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆30Updated 7 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆43Updated 6 months ago
- [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks☆13Updated last year
- ☆26Updated 2 weeks ago
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆63Updated 3 weeks ago
- Code for ICLR 2025 Failures to Find Transferable Image Jailbreaks Between Vision-Language Models☆27Updated this week