15 citations · 34 across the 12 of their papers we have counts for
13 papers
Diff-DDoS: Realistic Cyber-Physical Attack Synthesis and Robust Detection for 5G-Enabled CPS Using Tabular Diffusion Models
Bilal Hussain, Xiao Tang, Qinghe Du +3
Deep learning-based DDoS detectors for 5G-enabled cyber-physical systems face scarce labeled attack data and unrealistic synthetic substitutes, which limit robustness against adapt…
A Two-Dimensional Deep Network for RF-based Drone Detection and Identification Towards Secure Coverage Extension
Zixiao Zhao, Qinghe Du, Xiang Yao +2
As drones become increasingly prevalent in human life, they also raises security concerns such as unauthorized access and control, as well as collisions and interference with manne…
Statistical Age-of-Information Optimization for Status Update over Multi-State Fading Channels
Yuquan Xiao, Qinghe Du
Age of information (AoI) is a powerful metric to evaluate the freshness of information, where minimization of average statistics, such as the average AoI and average peak AoI, curr…
Robust Secrecy via Aerial Reflection and Jamming: Joint Optimization of Deployment and Transmission
Xiao Tang, Hongliang He, Limeng Dong +3
Reconfigurable intelligent surfaces (RISs) are recognized with great potential to strengthen wireless security, yet the performance gain largely depends on the deployment location…
Improved Grant-Free Access for URLLC via Multi-Tier-Driven Computing: Network-Load Learning, Prediction, and Resource Allocation
Zixiao Zhao, Qinghe Du, George K. Karagiannidis
Grant-Free (GF) access has been recognized as a promising candidate for Ultra-Reliable and Low-Latency Communications (URLLC). However, even with GF access, URLLC still may not eff…
Online Learning of Trellis Diagram Using Neural Network for Robust Detection and Decoding
Jie Yang, Qinghe Du, Yi Jiang
This paper studies machine learning-assisted maximum likelihood (ML) and maximum a posteriori (MAP) receivers for a communication system with memory, which can be modelled by a tre…