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20212026
most citedMachine learning attack on copy detection patterns: are 1x1 patterns cloneable?

3 citations · 4 across the 10 of their papers we have counts for

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cs.CV2026

NAWE: Digital Watermarking with Neural-Assisted Watermark Extraction

Roman Chaban, Vitaliy Kinakh, Lilian Rouzaire +1

NAWE (Neural-Assisted Watermark Extraction) combines an explicit signal-processing watermarking construction with a pretrained neural host predictor. A periodic, perceptually maske…

cs.CV2026

Authentication of Copy Detection Patterns via Cross-Camera Dual-Synthetic Referencing

Ivan Oleksiyuk, Roman Chaban, Slava Voloshynovskiy

Copy Detection Patterns (CDPs) are structures printed on physical objects to enable cost-effective authentication. Verification is achieved by comparing a captured image with the d…