A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification

no code implementations • 9 Jul 2021 • Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi

The recent popularity growth of Deep Learning (DL) re-ignited the interest towards traffic classification, with several studies demonstrating the accuracy of DL-based classifiers to identify Internet applications' traffic.

Class Incremental Learning Incremental Learning +1