99 citations · 149 across the 11 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.CV2023★ 2 cited
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking
Shaohui Mei, Jiawei Lian, Xiaofei Wang +3
Deep neural networks (DNNs) have found widespread applications in interpreting remote sensing (RS) imagery. However, it has been demonstrated in previous works that DNNs are vulner…
cs.CV2023★ 48 cited
CBA: Contextual Background Attack against Optical Aerial Detection in the Physical World
Jiawei Lian, Xiaofei Wang, Yuru Su +2
Patch-based physical attacks have increasingly aroused concerns. However, most existing methods focus on obscuring targets captured on the ground, and some of these methods are sim…
cs.CV2023
Contextual adversarial attack against aerial detection in the physical world
Jiawei Lian, Xiaofei Wang, Yuru Su +2
Deep Neural Networks (DNNs) have been extensively utilized in aerial detection. However, DNNs' sensitivity and vulnerability to maliciously elaborated adversarial examples have pro…