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Corentin Friedrich

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Preprint Jul 2026

LipSSD: Lipschitz-Constrained Single-Shot Detection for Adversarially Robust Object Detection

This work introduces Lipschitz-constrained variants of object detection architectures as robust-by-design alternatives to standard detectors and suggests that architectural Lipschitz control is a practical and attack-agnostic direction for improving the robustness of object detectors.

Vincent L'eb'e, Y. Prudent, Corentin Friedrich et al. · 0 citations