Jiqiang Liu

Camouflage Backdoor Attack against Pedestrian Detection

2023 · Applied Sciences

Pedestrian detection models in autonomous driving systems heavily rely on deep neural networks (DNNs) to perceive their surroundings. Recent research has unveiled the vulnerability of DNNs to backdoor attacks, in which malicious actors manipulate the …

Cost-Sensitive Hypergraph Learning With Structure Quality Preservation for IoT Software Defect Prediction

2024 · IEEE Open Journal of the Communications Society

Generative AI is revolutionizing Software Engineering (SE), as both engineers and academics embrace this technology in their work. To better leverage this technology for software generation, it is essential to propose effective IoT software defect …