World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
37
Citations
5115
World Ranking
10861
National Ranking
127

Electronics and Electrical Engineering

D-Index
37
Citations
4950
World Ranking
5186
National Ranking
179

Overview

Taekyoung Kwon is affiliated with Seoul National University in South Korea. Their research primarily focuses on areas within computer science, with notable contributions to subfields including information systems, artificial intelligence, computer vision and pattern recognition, signal processing, and sociology and political science.

The main topics of their work reflect a diverse engagement with contemporary challenges in machine learning and security, including:

  • Adversarial Robustness in Machine Learning
  • Misinformation and Its Impacts
  • Spam and Phishing Detection
  • Advanced Neural Network Applications
  • Advanced Malware Detection Techniques
  • Topic Modeling
  • Recommender Systems and Techniques

They have coauthored numerous publications with frequent collaborators such as Leo Hyun Park, Jaeuk Kim, Daejin Choi, Selin Chun, and Jinyoung Han.

Taekyoung Kwon has published extensively in several academic venues. The most frequent publication venues include:

  • Information Security and Cryptology
  • The Journal of Humanities and Social Sciences 21
  • Expert Systems with Applications
  • IEEE Transactions on Services Computing
  • Neurocomputing

Selected recent papers include:

  • "Preventing rumor spread with deep learning," 2022, Expert Systems with Applications
  • "GradFuzz: Fuzzing deep neural networks with gradient vector coverage for adversarial examples," 2022, Neurocomputing
  • "A Continuous Authentication Framework for Securing Metaverse Identities," 2025, IEEE Transactions on Services Computing
  • "Predicting diversification scores of videos in recommendation network," 2023, Expert Systems with Applications
  • "On Artifact Analysis for User Behaviors in Collaboration Tools - Using differential forensics for distinct operating environments," 2021, Information Security and Cryptology

The breadth of Taekyoung Kwon's work covers both theoretical and applied aspects of security, machine learning, and recommendation systems. Their contributions address practical problems such as rumor spreading, adversarial attacks on deep neural networks, and authentication in emerging digital environments like the metaverse.

Best Publications

  • An experimental study on the capture effect in 802.11a networks

    Jeongkeun Lee;Wonho Kim;Sung-Ju Lee;Daehyung Jo

  • Mobility management for VoIP service: Mobile IP vs. SIP

    T.T. Kwon;M. Gerla;S. Das

  • Mobile agent-based directed diffusion in wireless sensor networks

    Min Chen;Taekyoung Kwon;Yong Yuan;Yanghee Choi

  • Optimal multi-sink positioning and energy-efficient routing in wireless sensor networks

    Haeyong Kim;Yongho Seok;Nakjung Choi;Yanghee Choi

  • Fast-handoff support in IEEE 802.11 wireless networks

    Sangheon Pack;Jaeyoung Choi;Taekyoung Kwon;Yanghee Choi

  • A Hybrid Query Tree Protocol for Tag Collision Arbitration in RFID systems

    Jiho Ryu;Hojin Lee;Yongho Seok;Taekyoung Kwon

  • Energy-efficient differentiated directed diffusion (EDDD) in wireless sensor networks

    Min Chen;Taekyoung Kwon;Yanghee Choi

  • A novel cluster-based cooperative MIMO scheme for multi-hop wireless sensor networks

    Yong Yuan;Min Chen;Taekyoung Kwon

  • Itinerary Planning for Energy-Efficient Agent Communications in Wireless Sensor Networks

    Min Chen;L. T. Yang;Taekyoung Kwon;Liang Zhou

  • QoS provisioning in wireless/mobile multimedia networks using an adaptive framework

    Taekyoung Kwon;Yanghee Choi;Chatschik Bisdikian;Mahmoud Naghshineh

  • Route Optimization Using Tree Information Option for Nested Mobile Networks

    Hosik Cho;Taekyoung Kwon;Yanghee Choi

  • Distributed and energy-efficient target localization and tracking in wireless sensor networks

    Jeongkeun Lee;Kideok Cho;Seungjae Lee;Taekyoung Kwon

  • Traffic characteristics of a massively multi-player online role playing game

    Jaecheol Kim;Jaeyoung Choi;Dukhyun Chang;Taekyoung Kwon

  • SNC: a selective neighbor caching scheme for fast handoff in IEEE 802.11 wireless networks

    Sangheon Pack;Hakyung Jung;Taekyoung Kwon;Yanghee Choi

  • Call admission control for multimedia services in mobile cellular networks: a Markov decision approach

    Jihyuk Choi;Taekyoung Kwon;Yanghee Choi;M. Naghshineh

  • Call admission control or adaptive multimedia in wireless/mobile networks

    Taekyoung Kwon;Yanghee Choi;Chatschik Bisdikian;Mahmoud Naghsineh

  • A Solicitation-based IEEE 802.11p MAC Protocol for Roadside to Vehicular Networks

    Nakjung Choi;Sungjoon Choi;Yongho Seok;Taekyoung Kwon

  • SARIF: A novel framework for integrating wireless sensor and RFID networks

    Jaekyu Cho;Yoonbo Shim;Taekyoung Kwon;Yanghee Choi

  • SCAN: Scalable Content Routing for Content-Aware Networking

    Munyoung Lee;Kideok Cho;Kunwoo Park;Taekyoung Kwon

  • Multiple mobile agents' itinerary planning in wireless sensor networks: survey and evaluation

    Xiaofei Wang;Min Chen;Taekyoung Kwon;Han-Chieh Chao

Frequent Co-Authors

Yanghee Choi
Yanghee Choi Seoul National University
Yong Ho Seok
Yong Ho Seok MediaTek (China)
Jeongkeun Lee
Jeongkeun Lee Intel (United States)
Sangheon Pack
Sangheon Pack Korea University
Min Chen
Min Chen South China University of Technology
Sung-Ju Lee
Sung-Ju Lee Korea Advanced Institute of Science and Technology
Sajal K. Das
Sajal K. Das Missouri University of Science and Technology
Mahmoud Naghshineh
Mahmoud Naghshineh IBM (United States)
Xiaofei Wang
Xiaofei Wang Tianjin University
Victor C. M. Leung
Victor C. M. Leung Shenzhen University

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