franciscoliu / MLLMU-BenchLinks
[NAACL 2025 Main] Official Implementation of MLLMU-Bench
β38Updated 7 months ago
Alternatives and similar repositories for MLLMU-Bench
Users that are interested in MLLMU-Bench 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)β33Updated 11 months ago
- [ICLR 2024 Spotlight π₯ ] - [ Best Paper Award SoCal NLP 2023 π] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modalβ¦β72Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steeringβ85Updated 11 months ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.β77Updated 9 months ago
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shiβ¦β65Updated last year
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"β83Updated last year
- An implementation for MLLM oversensitivity evaluationβ14Updated 11 months ago
- A Task of Fictitious Unlearning for VLMsβ23Updated 6 months ago
- The first toolkit for MLRM safety evaluation, providing unified interface for mainstream models, datasets, and jailbreaking methods!β13Updated 6 months ago
- β51Updated 11 months ago
- Accepted by ECCV 2024β165Updated last year
- A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)β168Updated 4 months ago
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignmentβ24Updated 4 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?β40Updated 11 months ago
- [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"β26Updated 3 months ago
- β38Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"β100Updated 10 months ago
- β57Updated 2 months ago
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreβ¦β42Updated 3 months ago
- A curated list of resources dedicated to the safety of Large Vision-Language Models. This repository aligns with our survey titled A Survβ¦β154Updated 2 weeks ago
- A library of visualization tools for the interpretability and hallucination analysis of large vision-language models (LVLMs).β41Updated 5 months ago
- [ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Modelsβ147Updated 4 months ago
- Accepted by IJCAI-24 Survey Trackβ219Updated last year
- [ACL 2025] Data and Code for Paper VLSBench: Unveiling Visual Leakage in Multimodal Safetyβ51Updated 3 months ago
- β51Updated 10 months ago
- Official repository for "Safety in Large Reasoning Models: A Survey" - Exploring safety risks, attacks, and defenses for Large Reasoning β¦β75Updated 2 months ago
- β63Updated 6 months ago
- AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Modelsβ58Updated last year
- The reinforcement learning codes for dataset SPA-VLβ39Updated last year
- β35Updated 9 months ago