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Personal profile

Education

2016 Ph.D., Kyung Hee University

Professional Experience

• (2017.03-Presnt) Sejong University, Assistant Professor
• (2016-2017) PostDoc, Kyung Hee University

Research Interests

• Machine Learning,
• Data Science,
• Wireless Communications and Networking; 5G/6G,
• Internet of Things (IoT),
• Cyber Security.

Major Research Achievements

• "Data Fusion and Transfer Learning Empowered Granular Trust Evaluation for Internet of Things," Information Fusion, [IF: 12.975, top 1 journal in the field of Computer Science].
• "Blockchain-based Trust Edge Knowledge Inference of Multi-robot Systems for Collaborative Tasks," IEEE Communications Magazine, [IF: 9.619, top 3 journal in the field of Telecommunications].
• “QoS and Privacy-Aware Routing for 5G enabled Industrial Internet of Things: A Federated Reinforcement Learning Approach,” IEEE Transactions on Industrial Informatics, [IF: 10.215, top 1 journal in the field of Engineering].
• "Towards Accurate Anomaly Detection in Industrial Internet-of-Things using Hierarchical Federated Learning," IEEE Internet of Things Journal, [IF: 10.215, top 5% journal in the field of Computer Science].
• "D2MIF: A Malicious Model Detection Mechanism for Federated Learning Empowered Artificial Intelligence of Things," IEEE Internet of Things, [IF: 10.215, top 5% journal in the field of Computer Science].

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Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 7 - Affordable and Clean Energy
  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 11 - Sustainable Cities and Communities
  • SDG 13 - Climate Action
  • SDG 16 - Peace, Justice and Strong Institutions

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