A comparative study of phantom sponge for monocular 3D object detection on edge devices

In this paper, we expand the Phantom Sponge attack to monocular 3D object detection to increase false positives and detection times, thereby impairing the performance of edge devices. We introduce alpha-blending with a Universal Adversarial Patch (UAP) to modulate attack strength. Extensive experime...

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Bibliographic Details
Main Authors: Shaheer Siddiqui, Jinpyung Kim, Jangho Lee
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:ICT Express
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405959525000220
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