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Home/Authors/Joost-Pieter Katoen

Joost-Pieter Katoen

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Crypto×1ML×1

Frequent co-authors

Xaver Fink1×
Borja Fernandez Adiego1×
Daniele Mirarchi1×
Eloise Matheson1×
Alvaro Garcia Gonzales1×
Gianmarco Ricci1×

Research Timeline

2026
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment

This paper enhances the adversarial robustness of a CNN used for time-series classification in crystal-collimator alignment by developing a differentiable wrapper and employing adversarial fine-tuning, improving robust accuracy by up to 18.6%.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.LGRecentApr 7, 2026

Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment

Xaver Fink, Borja Fernandez Adiego, Daniele Mirarchi, Eloise Matheson +3 more

This paper enhances the adversarial robustness of a CNN used for time-series classification in crystal-collimator alignment by developing a differentiable wrapper and employing adversarial fine-tuning…

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