liuxuannan / Awesome-Multimodal-Jailbreak
A Survey on Jailbreak Attacks and Defenses against Multimodal Generative Models
β121Updated last week
Alternatives and similar repositories for Awesome-Multimodal-Jailbreak:
Users that are interested in Awesome-Multimodal-Jailbreak are comparing it to the libraries listed below
- [ICLR 2024 Spotlight π₯ ] - [ Best Paper Award SoCal NLP 2023 π] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modalβ¦β38Updated 8 months ago
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsβ¦β69Updated 3 months ago
- β29Updated 7 months ago
- A collection of resources on attacks and defenses targeting text-to-image diffusion modelsβ56Updated last month
- List of T2I safety papers, updated daily, welcome to discuss using Discussionsβ57Updated 6 months ago
- Universal Adversarial Attack, Multimodal Adversarial Attacks, VLP models, Contrastive Learning, Cross-modal Perturbation Generator, Generβ¦β13Updated 3 months ago
- Accepted by ECCV 2024β94Updated 4 months ago
- π up-to-date & curated list of awesome Attacks on Large-Vision-Language-Models papers, methods & resources.β206Updated this week
- β40Updated 6 months ago
- β24Updated 6 months ago
- A package that achieves 95%+ transfer attack success rate against GPT-4β17Updated 3 months ago
- Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdfβ18Updated 10 months ago
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Modelβ¦β37Updated 3 months ago
- β20Updated 5 months ago
- This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2β¦β44Updated 3 months ago
- [CVPR23W] "A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion" by Haomin Zhuang, Yihua Zhang and Sijia Liuβ26Updated 5 months ago
- β25Updated last month
- [NeurIPS-2023] Annual Conference on Neural Information Processing Systemsβ178Updated last month
- β64Updated 6 months ago
- [ECCV 2024] The official code for "AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shiβ¦β51Updated 7 months ago
- β92Updated last year
- A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)β126Updated this week
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Imagesβ25Updated last year
- Accepted by IJCAI-24 Survey Trackβ190Updated 5 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"β40Updated last month
- [CVPR 2024] official code for SimACβ16Updated 3 weeks ago
- [ECCV2024] Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectorβ¦β21Updated 2 months ago
- Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models. [ICCV 2023 Oral]β51Updated last year
- official PyTorch implement of Towards Adversarial Attack on Vision-Language Pre-training Modelsβ54Updated last year