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zer0int/CLIP-adversarial-typographic-attack_text-image

CLIP-adversarial-typographic-attack_text-image A typographic attack dataset for CLIP. For adversarial training & model research / XAI (research) use. First 47 are random and self-made images, rest are from dataset: SPRIGHT-T2I/spright_coco. Of which: Images are selected for pre-trained OpenAI/CLIP ViT-L/14 features; for highly salient 'text related' concepts via Sparse Autoencoder (SAE). Labels via CLIP ViT-L/14 gradient ascent -> optimize text embeddings for… See the full description on the dataset page: https://huggingface.co/datasets/zer0int/CLIP-adversarial-typographic-attack_text-image.

Author / organizationzer0int
Downloads174 (as reported by Hugging Face)
Likes3
Created7 December 2024
Last updated at source7 December 2024
typographicattackadversarialCLIP
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  • 17 Oct 2026 Description: CLIP-adversarial-typographic-attack_text-image A typographic attack dataset for CLIP. For adversarial training & model research / XAI (research) use. First 47 are random and self-made images, rest are from dataset: SPRIGHT-T2I/spright_coco. → CLIP-adversarial-typographic-attack_text-image A typographic attack dataset for CLIP. For adversarial training & model research / XAI (research) use. First 47 are random and self-made images, rest are from dataset: SPRIGHT-T2I/spright_coco.

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