サイバーセキュリティ研究所TOPEnglish
  1. AIセキュリティ研究センター
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  3. ホン チェンフォン

CHENG-FENG HUNGホン チェンフォン (ホン チェンフォン)

ホン チェンフォン

サイバーセキュリティ研究所
AIセキュリティ研究センター

CHENG-FENG HUNG received the M.E. degree in information technology and applications from the College of Science and Engineering at the National Quemoy University, Kinmen, Taiwan, in 2019, and the Ph.D. degree in computer science and information engineering from the National Taiwan University of Science and Technology, Taipei, in 2025. He visited the Warsaw University of Technology in 2022 and 2025. He is currently a Researcher with the Cybersecurity Research Institute, National Institute of Information and Communications Technology (NICT), Tokyo, Japan. His research focuses on 4G/5G, O-RAN, and AI security. He has received a student travel grant at the IEEE 2023 WPMC.

研究分野
Cybersecurity, Explainable AI, Adversarial Machine Learning, Network Security, Intrusion Detection System
キーワード
Cybersecurity, Explainable AI, Adversarial Machine Learning, Network Security, Intrusion Detection System

selected papers主要論文

  • *C.-F. Hung, C.-C. Kuo, and S.-M. Cheng, " Low-Rate Denial-of-Service Attack Detection in Open Radio Access Network: Integrating Federated Learning," IEEE Vehicular Technology Magazine, Dec. 2025, accepted for publication, 2025. (SI on AI for 6G O-RAN Intelligent, Cost-Efficient and Secure Automation)
  • T.-Y. Hsieh, P.-H. Chen, *C.-F. Hung, and S.-M. Cheng, "Enabling Hybrid Edge-Level Threat Detection in O-RAN Private Networks for Resilience Enhancement", in Proc. IEEE CNS - Cyber Resilience Workshop 2025, Avignon, France, Sep. 2025
  • M.-C. Chou, C.-F. Hung, C.-Y. Huang, and C.-H. Ke, "Adaptive Throughput Optimization in Multi-Rate IEEE 802.11 WLANs via Multi-Agent Deep Reinforcement Learning," IEEE Open Journal of the Communications Society, vol.6, pp. 5384—5394, Jun. 2025.
  • *C.-F. Hung, C.-H. Tseng and S.-M. Cheng, " Anomaly Detection for Mitigating xApp and E2 Interface Threats in O-RAN Near-RT RIC," IEEE Open Journal of the Communications Society, vol. 6, pp. 1682—1694, Feb. 2025.
  • S.-H. Chang, *C.-F. Hung, S.-M. Cheng, " Implementation of F1AP Protocol Conformance Testing in O-RAN Environments," in Proc. CISC 2024, Taipei, Taiwan, Aug. 2024 (received the Best Student Paper Award) (in Chinese)
  • *C.-F. Hung, Y.-R. Chen, C.-H. Tseng and S.-M. Cheng, " Security Threats to xApps Access Control and E2 Interface in O-RAN," IEEE Open Journal of the Communications Society, vol. 5, pp. 1197—11203, Feb. 2024.
  • C.-H. Tseng, *C.-F. Hung, B.-K. Hong, and S.-M. Cheng, "On manipulating routing table to realize redirect attacks in O-RAN by malicious xApp," in Proc. IEEE WPMC 2023, Tampa, FL, Nov. 2023 (received the IEEE student travel grant)
  • J.-H. Huang, S.-M. Cheng, R.-K., *C.-F. Hung, "Developing xApps for rogue base station detection in SDR-enabled O-RAN," in Proc. IEEE INFOCOM workshops NGOPERA 2023, May. 2023
  • S.-M. Cheng, B.-K. Hong, and C.-F. Hung, "Attack detection and mitigation in MEC-Enabled 5G networks for AIoT," IEEE Internet of Things Magazine, vol. 5, no. 3, pp. 76—81, Sep. 2022. (SI on Secure Communications over The Internet of Artificially Intelligent Things)

awards受賞歴

  • Top O-RAN Papers of 2024-2025 in OJCOMS, IEEE ComSoc, 02.2025
  • Best Student Paper Award, CISC 2024, 08.2024
  • IEEE Student Travel Grant, IEEE WPMC2023, 11.2023
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