80 citations · 113 across the 3 of their papers we have counts for
3 papers
cs.LG2025
A Pipeline of Augmentation and Sequence Embedding for Classification of Imbalanced Network Traffic
Matin Shokri, Ramin Hasibi
Network Traffic Classification (NTC) is one of the most important tasks in network management. The imbalanced nature of classes on the internet presents a critical challenge in cla…
cs.LG2024★ 80 cited
Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health Systems
Amin Aminifar, Matin Shokri, Amir Aminifar
Machine Learning (ML) algorithms are generally designed for scenarios in which all data is stored in one data center, where the training is performed. However, in many applications…
cs.NI2019★ 33 cited
Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning
Ramin Hasibi, Matin Shokri, Mehdi Dehghan
One of the most important tasks in network management is identifying different types of traffic flows. As a result, a type of management service, called Network Traffic Classifier…