2019-shapira-flowpic
FlowPic: Encrypted Internet Traffic Classification is as Easy as Image Recognition
canonical link → · doi: 10.1109/INFCOMW.2019.8845315
Abstract
Classifies encrypted traffic by encoding packet sizes and arrival times as
images for a convolutional neural network. Evaluates traffic categories and
application identification using labeled datasets, including VPN and Tor.
Team notes
Associated talk: https://www.youtube.com/watch?v=sZm7y91v2co
Expanded journal version: 2021-shapira-flowpic.
Dataset classification results do not demonstrate deployment by a censor
or evaluate resistance of REALITY or XTLS Vision.