franciscoliu / MLLMU-BenchLinks
[NAACL 2025 Main] Official Implementation of MLLMU-Bench
☆29Updated 4 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:
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆65Updated last year
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆62Updated last year
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆72Updated 6 months ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆34Updated 9 months ago
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)☆29Updated 9 months ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆81Updated last year
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆22Updated last month
- [CVPR-25🔥] Test-time Counterattacks (TTC) towards adversarial robustness of CLIP☆29Updated 2 months ago
- An implementation for MLLM oversensitivity evaluation☆13Updated 8 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆31Updated 9 months ago
- ☆49Updated 8 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆92Updated 8 months ago
- A Task of Fictitious Unlearning for VLMs☆19Updated 4 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆66Updated 8 months ago
- ☆46Updated 8 months ago
- [ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models☆138Updated 2 months ago
- [ICLR 2025] PyTorch Implementation of "ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time"☆24Updated 2 weeks ago
- List of T2I safety papers, updated daily, welcome to discuss using Discussions☆62Updated 11 months ago
- ☆37Updated last year
- ☆50Updated last week
- A curated list of resources dedicated to the safety of Large Vision-Language Models. This repository aligns with our survey titled A Surv…☆126Updated last month
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆80Updated 5 months ago
- [ICCV-2025] Universal Adversarial Attack, Multimodal Adversarial Attacks, VLP models, Contrastive Learning, Cross-modal Perturbation Gene…☆22Updated 3 weeks ago
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…☆35Updated last month
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆45Updated 9 months ago
- ☆18Updated last year
- AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models☆55Updated last year
- Accepted by ECCV 2024☆147Updated 9 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆51Updated 6 months ago
- This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2…☆56Updated 4 months ago