TIGP (SNHCC) -- Machine Learning in Programmable Switches for Network Security
- 講者沈上翔 教授 (國立臺灣科技大學資工系)
邀請人：TIGP (SNHCC) - 時間2023-03-13 (Mon.) 14:00 – 16:00
- 地點資訊所新館106演講廳
摘要
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.
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.