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.
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