Danish Javeed

About

Danish Javeed (Member IEEE) received the Ph.D. degree in Software Engineering from the Software College, Northeastern University, China, in 2024, and the M.E. degree in Computer Applied Technology from Changchun University of Science and Technology, China, in 2020, both under the prestigious fellowship of the Ministry of Education funded by the Government of China. He is currently a Postdoctoral Researcher at the College of Artificial Intelligence, Dalian Maritime University, China. His research interests include AI for Cybersecurity, Internet of Things, Intrusion Detection and Prevention Systems, Software-defined Networking, and edge computing. He has authored or co-authored 40+ papers in high-impact journals and conferences, including IEEE COMMUNICATION SURVEYS & TUTORIALS (COMST), IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (T-ITS), IEEE TRANSACTIONS ON NETWORK SCIENCE & ENGINEERING (TNSE), IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (TCE), ACM TRANSACTIONS ON INTERNET TECHNOLOGY (ToIT). IEEE INTERNET OF THINGS JOURNAL (IoTJ), IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (JBHI), COMPUTERS & SECURITY (COSE, Elsevier), Decision Support Systems (DSS, Elsevier), Future Generation Computer Systems (FGCS, Elsevier), Ad Hoc Networks (Elsevier), and IEEE ICC, etc.

Employment

• Dalian Maritime University Postdoctoral Researcher
  2025 - Present

Education

• Northeastern University Ph.D. (Software Enginnering)
  2020 - 2024
• Changchun University of Science and Technology M.E. (Computer Application Technology)
  2017 - 2020

Projects & Funding

Projects & funding information is unavailable.

Publications (45)

• TAPLIDS: A Temporal-Aware Prototype-based Lightweight and Interpretable Intrusion Detection System for Intelligent Transportation Systems
  Computers & Security 2027 DOI: 10.1016/j.cose.2026.105131
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• A Multi-Frequency Temporal Spatio-Transformer for adversarially robust IoT intrusion detection
  Ahamed Aljuhani, Danish Javeed, Abdulelah Alamri +1 more
  Computers & Security 2026 DOI: 10.1016/j.cose.2026.104999
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• SpiNet: Spectral-Pattern Routing with Structured Expert Computation for energy-efficient intrusion detection system
  Computer Networks 2026 DOI: 10.1016/j.comnet.2026.112504
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• Selective Federated IDS Framework with Adaptation for Large-scale Segmented Industrial Networks
  Muhammad Adil, Danish Javeed, Prabhat Kumar
  ACM Transactions on Internet Technology 2026 DOI: 10.1145/3808696
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• From evidence to decision: Concept–prototype reasoning for intrusion detection in SDN-based industrial networks
  Computer Networks 2026 DOI: 10.1016/j.comnet.2026.112495
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• Responsible AI: Ethics in Cognitive and Semantic Computing for Enhanced User Experience
  Prabhat Kumar, Danish Javeed, Muhammad Adil +1 more
  Computer 2026 DOI: 10.1109/MC.2026.3665314
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• A responsible AI-driven framework for robust and transparent software vulnerability detection
  Nihala Basheer, Shareeful Islam, Prabhat Kumar +2 more
  Information and Software Technology 2026 DOI: 10.1016/j.infsof.2026.108126
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• A Hybrid Deep Learning Approach for Epileptic Seizure Detection in EEG signals
  Ijaz Ahmad, Xin Wang, Danish Javeed +3 more
  IEEE Journal of Biomedical and Health Informatics 2026 DOI: 10.1109/JBHI.2023.3265983
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• Dynamic QoS Mapping in Integrated 5G-TSN Networks With Programmable Resource Slicing
  Muhammad Adil, Tie Qiu, Xiaobo Zhou +2 more
  IEEE Transactions on Network Science and Engineering 2026 DOI: 10.1109/TNSE.2025.3632296
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• Federated and Quantized-Based Intrusion Detection for Embedded On-Board Automotive Networks
  Muhammad Adil, Danish Javeed, Prabhat Kumar
  IEEE Transactions on Intelligent Transportation Systems 2026 DOI: 10.1109/TITS.2025.3645854
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• Integrated 5G and Time Sensitive Networking for Emerging Applications: A Survey of Advancements, Challenges, and Future Directions
  IEEE Communications Surveys & Tutorials 2026 DOI: 10.1109/COMST.2025.3632286
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• Spectral Relational Representation Knowledge Distillation for Intrusion Detection in Smart Supply Chain Systems
  IEEE Internet of Things Journal 2026 DOI: 10.1109/JIOT.2026.3701887
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• Temporal Irregularity-Aware Attention Mechanism for Industry 5.0 Intrusion Detection
  Danish Javeed, Muhammad Adil, Prabhat Kumar +1 more
  IEEE Internet of Things Journal 2026 DOI: 10.1109/JIOT.2026.3701385
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• Spatiotemporal Conditioning With Dynamic Multihead Attention for IoT Intrusion Detection
  Shifa Shoukat, Tianhan Gao, Danish Javeed +2 more
  IEEE Internet of Things Journal 2025 DOI: 10.1109/JIOT.2025.3589262
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• Trust my IDS: An explainable AI integrated deep learning-based transparent threat detection system for industrial networks
  Computers & Security 2025 DOI: 10.1016/j.cose.2024.104191
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• DeepSecure: A computational design science approach for interpretable threat hunting in cybersecurity decision making
  Prabhat Kumar, Danish Javeed, A.K.M. Najmul Islam +1 more
  Decision Support Systems 2025 DOI: 10.1016/j.dss.2024.114351
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• A federated learning-based zero trust intrusion detection system for Internet of Things
  Danish Javeed, Muhammad Shahid Saeed, Muhammad Adil +2 more
  Ad Hoc Networks 2024 DOI: 10.1016/j.adhoc.2024.103540
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• Federated Learning-Based Personalized Recommendation Systems: An Overview on Security and Privacy Challenges
  Danish Javeed, Muhammad Shahid Saeed, Prabhat Kumar +3 more
  IEEE Transactions on Consumer Electronics 2024 DOI: 10.1109/TCE.2023.3318754
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• A Secure and Interpretable AI for Smart Healthcare System: A Case Study on Epilepsy Diagnosis Using EEG Signals
  Ijaz Ahmad, Mingxing Zhu, Guanglin Li +3 more
  IEEE Journal of Biomedical and Health Informatics 2024 DOI: 10.1109/JBHI.2024.3366341
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• An Explainable and Resilient Intrusion Detection System for Industry 5.0
  Danish Javeed, Tianhan Gao, Prabhat Kumar +1 more
  IEEE Transactions on Consumer Electronics 2024 DOI: 10.1109/TCE.2023.3283704
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