ericyinyzy / VLAttack
This is an official repository of ``VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models'' (NeurIPS 2023).
β50Updated 3 weeks ago
Alternatives and similar repositories for VLAttack:
Users that are interested in VLAttack 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¦β47Updated 10 months ago
- [ECCV2024] Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectorβ¦β24Updated 4 months ago
- official PyTorch implement of Towards Adversarial Attack on Vision-Language Pre-training Modelsβ59Updated 2 years ago
- Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models. [ICCV 2023 Oral]β59Updated last year
- β42Updated 4 months ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking β¦β19Updated 5 months ago
- β39Updated 10 months ago
- β21Updated 7 months ago
- β44Updated 8 months ago
- β31Updated 8 months ago
- [ICLR 2024] Inducing High Energy-Latency of Large Vision-Language Models with Verbose Imagesβ33Updated last year
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking β¦β28Updated 5 months ago
- β69Updated 8 months ago
- β20Updated last month
- β25Updated this week
- Implementation of BadCLIP https://arxiv.org/pdf/2311.16194.pdfβ20Updated last year
- [CVPR23W] "A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion" by Haomin Zhuang, Yihua Zhang and Sijia Liuβ26Updated 7 months ago
- A package that achieves 95%+ transfer attack success rate against GPT-4β17Updated 5 months ago
- Divide-and-Conquer Attack: Harnessing the Power of LLM to Bypass the Censorship of Text-to-Image Generation Modeβ18Updated last month
- Universal Adversarial Attack, Multimodal Adversarial Attacks, VLP models, Contrastive Learning, Cross-modal Perturbation Generator, Generβ¦β16Updated 5 months ago
- Code for ACM MM2024 paper: White-box Multimodal Jailbreaks Against Large Vision-Language Modelsβ24Updated 3 months ago
- [NeurIPS-2023] Annual Conference on Neural Information Processing Systemsβ187Updated 3 months ago
- β47Updated 3 months ago
- β35Updated last week
- β14Updated last year
- AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Modelsβ53Updated last year
- AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models (ICCV 2023)β18Updated last year
- β94Updated last year
- [CVPR 2023] Backdoor Defense via Adaptively Splitting Poisoned Datasetβ48Updated last year
- A curated list of papers for the transferability of adversarial examplesβ63Updated 9 months ago