Watermark Overwriting Attack on StegaStamp algorithm
I.F.Serzhenko, L.A.Khaertdinova, M.A.Pautov, A.V.Antsiferova
TL;DR
This paper introduces an attack method that can completely remove watermarks from images created by the StegaStamp algorithm with minimal quality degradation, highlighting vulnerabilities in current watermarking techniques.
Contribution
The paper presents a novel attack strategy on StegaStamp, demonstrating its effectiveness in erasing watermarks with minimal impact on image quality.
Findings
Watermarks can be fully removed with minimal image quality loss.
The attack outperforms previous methods in watermark removal effectiveness.
Vulnerabilities in StegaStamp are demonstrated through successful attacks.
Abstract
This paper presents an attack method on the StegaStamp watermarking algorithm that completely removes watermarks from an image with minimal quality loss, developed as part of the NeurIPS "Erasing the invisible" competition.
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Taxonomy
TopicsAdvanced Steganography and Watermarking Techniques · Cellular Automata and Applications · Cryptography and Data Security