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Towards Mechanistic Defenses Against Typographic Attacks in CLIP
28 August 2025
Lorenz Hufe
Constantin Venhoff
Maximilian Dreyer
Sebastian Lapuschkin
Wojciech Samek
AAML
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Papers citing
"Towards Mechanistic Defenses Against Typographic Attacks in CLIP"
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Title
SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models
Justus Westerhoff
Erblina Purellku
Jakob Hackstein
Jonas Loos
Leo Pinetzki
Lorenz Hufe
AAML
346
2
0
07 Apr 2025
1
