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Home/Authors/Nicolas Stalder

Nicolas Stalder

1 indexed paper

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Publications per year

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26

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ML×1Vision×1

Frequent co-authors

Benjamin F. Grewe1×
Matteo Saponati1×
Pau Vilimelis Aceituno1×

Research Timeline

2026
A combination of noise and bilateral filters achieve supralinear and scalable adversarial robustness in CNNs

The paper proposes combining Gaussian noise and bilateral filtering into a simple preprocessor that achieves supralinear and scalable adversarial robustness in CNNs with significantly reduced computational overhead compared to state-of-the-art methods.

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Papers

cs.LGcs.CVRecentJun 1, 2026

A combination of noise and bilateral filters achieve supralinear and scalable adversarial robustness in CNNs

Nicolas Stalder, Benjamin F. Grewe, Matteo Saponati, Pau Vilimelis Aceituno

The paper proposes combining Gaussian noise and bilateral filtering into a simple preprocessor that achieves supralinear and scalable adversarial robustness in CNNs with significantly reduced computat…

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