papers
Publications (13)
cs.CR2025
Towards Reliable Service Provisioning for Dynamic UAV Clusters in Low-Altitude Economy Networks
Yanwei Gong, Ruichen Zhang, Xiaoqing Wang +5
cs.LG2026
Robust Driving Control for Autonomous Vehicles: An Intelligent General-sum Constrained Adversarial Reinforcement Learning Approach
Junchao Fan, Qi Wei, Ruichen Zhang +4
cs.CV2025
SSR: Semantic and Spatial Rectification for CLIP-based Weakly Supervised Segmentation
Xiuli Bi, Die Xiao, Junchao Fan +1
cs.AI2025
Safe and Economical UAV Trajectory Planning in Low-Altitude Airspace: A Hybrid DRL-LLM Approach with Compliance Awareness
Yanwei Gong, Junchao Fan, Ruichen Zhang +3
cs.LG2024
Less is More: A Stealthy and Efficient Adversarial Attack Method for DRL-based Autonomous Driving Policies
Junchao Fan, Xuyang Lei, Xiaolin Chang +2
cs.CR2024
Towards Lightweight and Privacy-preserving Data Provision in Digital Forensics for Driverless Taxi
Yanwei Gong, Xiaolin Chang, Jelena MiÅ¡iÄ +3
cs.LG2025
Sharpening the Spear: Adaptive Expert-Guided Adversarial Attack Against DRL-based Autonomous Driving Policies
Junchao Fan, Xuyang Lei, Xiaolin Chang
cs.CR2024
MBCT: A Monero-Based Covert Transmission Approach with On-chain Dynamic Session Key Negotiation
Zhenshuai Yue, Haoran Zhu, Xiaolin Chang +3
cs.CR2024
Towards Trust Proof for Secure Confidential Virtual Machines
Jingkai Mao, Haoran Zhu, Junchao Fan +2
cs.LG2025
DRAGD: A Federated Unlearning Data Reconstruction Attack Based on Gradient Differences
Bocheng Ju, Junchao Fan, Jiaqi Liu +1
cs.CR2026
Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security
Kaiwen Wang, Xiaolin Chang, Junchao Fan +1
cs.LG2026
Sparse Threats, Focused Defense: Criticality-Aware Robust Reinforcement Learning for Safe Autonomous Driving
Qi Wei, Junchao Fan, Zhao Yang +3
cs.CR2023
PA-iMFL: Communication-Efficient Privacy Amplification Method against Data Reconstruction Attack in Improved Multi-Layer Federated Learning
Jianhua Wang, Xiaolin Chang, Jelena MiÅ¡iÄ +3