chs20 / RobustVLM
[ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
☆123Updated 4 months ago
Alternatives and similar repositories for RobustVLM:
Users that are interested in RobustVLM are comparing it to the libraries listed below
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆72Updated last month
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆27Updated 5 months ago
- [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.☆61Updated 2 months ago
- One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models☆46Updated 3 months ago
- What do we learn from inverting CLIP models?☆53Updated last year
- ☆40Updated last year
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆78Updated last year
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆45Updated 9 months ago
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆39Updated 4 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆44Updated 2 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆63Updated 3 weeks ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆65Updated last month
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shi…☆54Updated 8 months ago
- [NeurIPS-2023] Annual Conference on Neural Information Processing Systems☆186Updated 3 months ago
- ☆27Updated last year
- ECSO (Make MLLM safe without neither training nor any external models!) (https://arxiv.org/abs/2403.09572)☆23Updated 4 months ago
- ECCV2024: Adversarial Prompt Tuning for Vision-Language Models☆24Updated 4 months ago
- Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models☆75Updated 6 months ago
- [ICML 2024] Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts (Official Pytorch Implementati…☆41Updated 4 months ago
- ☆29Updated 2 months ago
- [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Cho…☆64Updated 4 months ago
- List of T2I safety papers, updated daily, welcome to discuss using Discussions☆58Updated 7 months ago
- [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…☆113Updated 4 months ago
- ☆48Updated 4 months ago
- A Simple Baseline Achieving Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1. Paper at: https://arxiv.org/abs/2…☆35Updated last week
- ☆26Updated 3 months ago
- ☆40Updated 3 months ago
- Official codebase for Image Hijacks: Adversarial Images can Control Generative Models at Runtime☆44Updated last year
- ☆32Updated 3 months ago
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images☆31Updated last year