Title
Active Learning for Network Traffic Classification: A Technical Study
Abstract
Network Traffic Classification (NTC) has become an important feature in various network management operations, e.g., Quality of Service (QoS) provisioning and security services. Machine Learning (ML) algorithms as a popular approach for NTC can promise reasonable accuracy in classification and deal with encrypted traffic. However, ML-based NTC techniques suffer from the shortage of labeled traffic...
Year
DOI
Venue
2022
10.1109/TCCN.2021.3119062
IEEE Transactions on Cognitive Communications and Networking
Keywords
DocType
Volume
Quality of service,Cryptography,Virtual private networks,Monitoring,Internet of Things,Support vector machines,Quality of experience
Journal
8
Issue
ISSN
Citations 
1
2332-7731
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Amin Shahraki1274.99
Mahmoud Abbasi292.26
Amir Taherkordi32178.77
Anca Delia Jurcut400.68