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Xiao-Feng Tao

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Preprint Aug 2026

When Time Meets Space: Entropy Integration and Dynamic Threshold for Adaptive DDoS Detection in SDN

Entropy-based Distributed Denial of Service (DDoS) detection in Software-Defined Networking (SDN) commonly relies on spatial traffic distributions and static or loosely adaptive thresholds, making it vulnerable to legitimate traffic fluctuations in Internet of Things (IoT) environments. This paper proposes a lightweigh...

Zhaoyang Zhang, Shen Wang, Ahmad F. Taha et al. · 1 citation · ⚡1

GNN-Based Predictive Consensus Node Selection for Blockchain-Enabled UAV Networks

Uncrewed aerial vehicle (UAV) networks integrated with blockchain technology have been increasingly adopted to enable secure and decentralized coordination in distributed aerial systems. Within blockchain systems, the consensus mechanism plays a critical role in guaranteeing the consistency of shared data. However, the...

Zixu Zhou, Xuefei Zhang, Yao Sun et al. · 0 citations
Preprint Aug 2026

Cross-Domain Joint DDoS Detection in Multi-Controller SDN via Confidence-Based Entropy Fusion

A cross-domain confidence-fusion framework that leverages lightweight edge-side messages to calibrate aggregation-controller decisions without sharing raw traffic data is proposed that is non-intrusive, communication-efficient, and incrementally deployable.

Zhaoyang Zhang, Shen Wang, Xiao-Feng Tao · 0 citations
Preprint Jul 2026

Learning a System-Level Surrogate for Hydraulic Excavators: A Simulation-to-Real LSTM Approach

Developing autonomous hydraulic excavators is constrained by limited access to physical machines and the high cost of real-world experimentation. This paper proposes a simulation-to-real framework for learning a system-level digital surrogate using Long Short-Term Memory (LSTM) networks. Instead of modeling internal dy...

Shuai-Tong Wang, Shen Wang, Qiang Wang et al. · 0 citations

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