Houbing Song

University of Maryland, Baltimore County — United States

Computer Science · Physical Sciences

87h-index28.6kcitations832works6.22yr avg
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Research Topics

IoT and Edge/Fog Computing(139), UAV Applications and Optimization(64), Vehicular Ad Hoc Networks (VANETs)(58), Network Security and Intrusion Detection(57), Energy Efficient Wireless Sensor Networks(50)

Publications831 total

Jailbreaking LLMs: A Survey of Attacks, Defenses and Evaluation
2026Open Access
When Healthcare IoT Applications Meet Agentic AI: Emerging Security and Privacy Challenges
2026Open Access
NeuroBA: Neuro-Symbolic Bitrate Adaptation for IRS-Aided Mobile Video Streaming
IEEE Transactions on Networking·2026
Ethical <scp>AI</scp> in Cybersecurity: Quantum‐resistant Architectures and Decentralized Optimization Strategies
2025
<scp>AI</scp> for Android Malware Detection and Classification
2025
SwinLSTM-EmoRec: A Robust Dual-Modal Emotion Recognition Framework Combining mmWave Radar and Camera for IoT-Enabled Multimedia Applications
IEEE Internet of Things Journal·2025
A Federated Blockchain Security for MEC-Enabled IoT Networks in Industrial 5.0
IEEE Transactions on Network Science and Engineering·2025
Targeted Closed-Box Adversarial Example Generation Method Using Multilayer Heatmap Mapping for Industrial IoT
IEEE Internet of Things Journal·2025
Toward Effective Communication Management in Cooperative Robotic-Enabled Healthcare Systems: Open Challenges and Future Research Directions
IEEE Internet of Things Journal·2025Open Access
Leveraging Vulnerabilities in Temporal Graph Neural Networks via Strategic High-Impact Assaults
2025Open Access
Agentic World Modeling for 6G: Near-Real-Time Generative State-Space Reasoning
Maryland Shared Open Access Repository (USMAI Consortium)·2025Open Access
Introduction to the Special Issue on Intelligent Applications of Web 3.0 and Metaverse for Connected Autonomous Vehicles: Part 2
ACM Transactions on Autonomous and Adaptive Systems·2025
Q-DBPP: A Quality-Aware Dual-Bilateral Privacy Preserving Scheme in Mobile Crowd Sensing
Maryland Shared Open Access Repository (USMAI Consortium)·2025Open Access
Federated Learning-Based Adaptive Resource Management for Sustainable 6G-IoT Ecosystems
IEEE Internet of Things Journal·2025
Quantum AI-Enhanced IoT–Fog Communication: A Survey From Cybersecurity and Data Privacy Perspective
IEEE Communications Surveys & Tutorials·2025· 1 cited
MetaDP-HE: Dynamic Privacy-Protection With Meta-Model in End-Edge-Cloud Systems
IEEE Internet of Things Journal·2025
A Toolkit for Sustainable Educational Environment in the Modern AI Era: Guidelines for Mitigating the Misuse of GenAI in Assessments
2025· 1 citedOpen Access
PowerNetMax: A DRL-GNN framework for IRS-Assisted IOT network optimization
Computer Networks·2025
Toward Trust and Time-Sharing Task Allocation Scheme in Mobile Crowdsensing
IEEE Internet of Things Journal·2025
Rivaling Transformers: Multi-Scale Structured State-Space Mixtures for Agentic 6G O-RAN
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Zhihan Lv(10), Dingde Jiang(6), Jiachen Yang(5), Bin Jiang(4), Yongxin Liu(3), Jian Wang(3), Syed Hassan Ahmed(3), Shuteng Niu(2), Yue Cao(2), Wenjia Li(2), Wei Wei(2), Sabina Jeschke(2), Christian Brecher(2), Danda B. Rawat(2), Zhenhua Yu(2), Munam Ali Shah(2), Liuwei Huo(2), Shalli Rani(2), Omprakash Kaiwartya(2), Jianqiang Li(2)