49 citations · 91 across the 11 of their papers we have counts for
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cs.CV2023★ 8 cited
Uncertainty-Encoded Multi-Modal Fusion for Robust Object Detection in Autonomous Driving
Yang Lou, Qun Song, Qian Xu +2
Multi-modal fusion has shown initial promising results for object detection of autonomous driving perception. However, many existing fusion schemes do not consider the quality of e…
cs.CV2022★ 4 cited
Sardino: Ultra-Fast Dynamic Ensemble for Secure Visual Sensing at Mobile Edge
Qun Song, Zhenyu Yan, Wenjie Luo +1
Adversarial example attack endangers the mobile edge systems such as vehicles and drones that adopt deep neural networks for visual sensing. This paper presents {\em Sardino}, an a…
cs.CV2019★ 2 cited
Moving Target Defense for Deep Visual Sensing against Adversarial Examples
Qun Song, Zhenyu Yan, Rui Tan
Deep learning based visual sensing has achieved attractive accuracy but is shown vulnerable to adversarial example attacks. Specifically, once the attackers obtain the deep model,…