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M-Attack-V2-Adversarial-Samples – Dataset by MBZUAI-LLM | AlphaNeural AI
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M-Attack-V2-Adversarial-Samples
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image-classification
visual-question-answering
mit
n<1K
imagefolder
image
text
datasets
mlcroissant
2602.17645
us
adversarial-attack
multimodal
benchmark
LVLM
black-box-attack
adversarial-examples
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M-Attack-V2 Adversarial Samples
Adversarial image samples generated by M-Attack-V2, from the paper:
Pushing the Frontier of Black-Box LVLM Attacks via Fine-Grained Detail Targeting arXiv:2602.17645 | Project Page | Code
Dataset Structure
├── epsilon_8/ # 100 adversarial images (ε = 8/255) │ ├── 0.png │ ├── 1.png │ ├── ... │ └── metadata.csv └── epsilon_16/ # 100 adversarial images (ε = 16/255) ├── 0.png ├── 1.png ├── ... └──… See the full description on the dataset page:
https://huggingface.co/datasets/MBZUAI-LLM/M-Attack-V2-Adversarial-Samples
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