Institute of Information Science, Academia Sinica

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TIGP (SNHCC) -- Machine Learning in Programmable Switches for Network Security

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TIGP (SNHCC) -- Machine Learning in Programmable Switches for Network Security

  • LecturerProf. Shan-Hsiang Shen (Dept of CS and IE, National Taiwan University of Science and Technology)
    Host: TIGP (SNHCC)
  • Time2023-03-13 (Mon.) 14:00 ~ 16:00
  • LocationAuditorium 106 at IIS new Building
Abstract
Programmable switches allow us to customize the pipeline in switches by using P4 language. 
Thus, a switch is not just a device to forward network traffic and it sheds light on more advance function 
such as machine learning model especially for network security. In this talk, I will introduce programmable 
switch and how to utilize it to implement machine learning model to detect malicious traffic in a computer 
network.
BIO
I graduated from Computer Sciences Department in University of Wiscosnin-Madson and I was a research assistant in the Wisconsin Institute on Software-Defined Data Centers (WISDOM). My advisor is Prof. Aditya Akella. I am an associate professor in the department of Computer Science and Information Engineering, National Taiwan University of Science and Technology. My research interests are content-aware networks, cloud computing, software-defined networking, and wireless networks.