19 citations · 23 across the 3 of their papers we have counts for
4 papers
AC-DC: Adaptive Ensemble Classification for Network Traffic Identification
Xi Jiang, Shinan Liu, Saloua Naama +3
Accurate and efficient network traffic classification is important for many network management tasks, from traffic prioritization to anomaly detection. Although classifiers using p…
Augmented Reality's Potential for Identifying and Mitigating Home Privacy Leaks
Stefany Cruz, Logan Danek, Shinan Liu +6
Users face various privacy risks in smart homes, yet there are limited ways for them to learn about the details of such risks, such as the data practices of smart home devices and…
LEAF: Navigating Concept Drift in Cellular Networks
Shinan Liu, Francesco Bronzino, Paul Schmitt +5
Operational networks commonly rely on machine learning models for many tasks, including detecting anomalies, inferring application performance, and forecasting demand. Yet, model a…
Characterizing Service Provider Response to the COVID-19 Pandemic in the United States
Shinan Liu, Paul Schmitt, Francesco Bronzino +1
The COVID-19 pandemic has resulted in dramatic changes to the daily habits of billions of people. Users increasingly have to rely on home broadband Internet access for work, educat…