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人工智慧與網路技術實驗室

Artificial Intelligence and Networking Technology Lab

以下為本實驗室近期的研究方向

  • MITRE Engage: Active Defense
  • Trustworthy AI
  • Generative Adversarial Attack
  • Backdoor Attack of AI models
  • IoT Security
  • Cyber Threat Intelligence
  • Intrusion Detection Systems Based on Multiple Data Sources
  • Social-aware Intrusion Detection Systems
  • 6G Technologies (RIS, NTN, O-RAN, AI security, and hotspot)
  • Smart Grid (AI and security)

刊 物

Please refer to DBLP and Google Scholar

教 科 書

  1. YingDar Lin, Ren-Hung Hwang and Fred Baker, Computer Networks: An Open Source Approach, Mc Graw Hill, Feb. 2011, ISBN 978-0-07-337624-0.
  2. Ren-Hung Hwang and Chung-Ming Huang, Innovations 2004: World Innovations in Engineering Education and Research, chapter 7: An Innovative Teaching Program for Network Applications and Services, ed. by W. Aung, R. Altenkrich, T. Cermak, R. W. King, L. M. S. Ruiz, pp.63-71.

專 利

  1. Scalable Techniques for Quality-of-Service Routing and Forwarding, R.O.C. patent number 152498, 2002/3/21-2020/6/14. (U.S.A. patent number 6,738,387) (with YD Lin and NB Hsu)
  2. Virtual network environment for P2P on-line game in wireless mobile networks, Japan Patent number 4219366, 2006/1/20-2026/1/20.
  3. Failover method for video streaming using hierarchical data center, R.O.C. patent number I713357, 2020/12/11-2039/4/10.
  4. Unsupervised malicious traffic detection system and method, R.O.C. patent number I715457, 2021/1/1-2040/3/3.

National Yang Ming Chiao Tung University (NYCU)

College of Artificial Intelligence (College of AI)

Artificial Intelligence and Networking Technology Laboratory (AINT Lab)