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Home/Authors/Denis Lukovnikov

Denis Lukovnikov

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Vision×1AI×1Crypto×1

Frequent co-authors

Andreas Müller1×
Shingo Kodama1×
Minh Pham1×
Anubhav Jain1×
Jonathan Petit1×
Niv Cohen1×

Research Timeline

2026
On the Robustness of Watermarking for Autoregressive Image Generation

This paper analyzes existing watermarking schemes for autoregressive image generators and demonstrates that they are vulnerable to various removal and forgery attacks, suggesting they are unreliable for content detection and dataset filtering.

Highlighted terms show continued research focus across papers

Papers

cs.CVcs.AIcs.CRRecentApr 13, 2026

On the Robustness of Watermarking for Autoregressive Image Generation

Andreas Müller, Denis Lukovnikov, Shingo Kodama, Minh Pham +4 more

This paper analyzes existing watermarking schemes for autoregressive image generators and demonstrates that they are vulnerable to various removal and forgery attacks, suggesting they are unreliable f…

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