Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification

no code implementations • 21 May 2023 • Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescape, Dario Rossi

The popularity of Deep Learning (DL), coupled with network traffic visibility reduction due to the increased adoption of HTTPS, QUIC and DNS-SEC, re-ignited interest towards Traffic Classification (TC).

Contrastive Learning Meta-Learning +3