665 citations · 945 across the 19 of their papers we have counts for
5 papers · 1 filter
Large-scale Mobile App Identification Using Deep Learning
Shahbaz Rezaei, Bryce Kroencke, Xin Liu
Many network services and tools (e.g. network monitors, malware-detection systems, routing and billing policy enforcement modules in ISPs) depend on identifying the type of traffic…
How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets
Shahbaz Rezaei, Xin Liu
Network traffic classification, which has numerous applications from security to billing and network provisioning, has become a cornerstone of today's computer networks. Previous s…
Deep Learning for Encrypted Traffic Classification: An Overview
Shahbaz Rezaei, Xin Liu
Traffic classification has been studied for two decades and applied to a wide range of applications from QoS provisioning and billing in ISPs to security-related applications in fi…
Study of Uniform Jitter Mechanism for Metric-based Wireless Routing
Shahbaz Rezaei, Ali Mohammad Afshin Hemmatyar
Many wireless protocols wait a small and random amount of time which is called jitter before sending a packet to avoid high contention and packet collision. Jitter has been already…
Throughput Analysis of IEEE 802.11 Multi-hop Wireless Networks with Routing Consideration: A General Framework
Shahbaz Rezaei, Mohammed Gharib, Ali Movaghar
The end-to-end throughput of multi-hop communication in wireless ad hoc networks is affected by the conflict between forwarding nodes. It has been shown that sending more packets t…