4 papers
AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression
Yuanhao Huang, Yilong Ren, Jinlei Wang +3
AI-based visual perception systems are increasingly deployed in infrastructure surveillance, including roadside monitoring units, highway cameras, and smart-city pedestrian managem…
ISAP-3D: Identity-Slot Aligned Part-Aware 3D Generation
Junlin Hao, Haoshuai Fu, Xibin Song +4
Part-aware 3D generation aims to synthesize structured objects with semantically meaningful components, yet often suffers from structural ambiguity due to identity-layout entanglem…
AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems
Yuanhao Huang, Yilong Ren, Jinlei Wang +4
Autonomous vehicles are typical complex intelligent systems with artificial intelligence at their core. However, perception methods based on deep learning are extremely vulnerable…
NPC: Neural Predictive Control for Fuel-Efficient Autonomous Trucks
Jiaping Ren, Jiahao Xiang, Hongfei Gao +6
Fuel efficiency is a crucial aspect of long-distance cargo transportation by oil-powered trucks that economize on costs and decrease carbon emissions. Current predictive control me…