681 citations · 2.9k across the 62 of their papers we have counts for
6 papers · 1 filter
Measuring the Consolidation of DNS and Web Hosting Providers
Synthia Wang, Kyle MacMillan, Brennan Schaffner +2
Despite the Internet's continued growth, it increasingly depends on a small set of service providers to support Domain Name System (DNS) and web content hosting. This trend poses m…
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…
Measuring the Performance and Network Utilization of Popular Video Conferencing Applications
Kyle MacMillan, Tarun Mangla, James Saxon +1
Video conferencing applications (VCAs) have become a critical Internet application, even more so during the COVID-19 pandemic, as users worldwide now rely on them for work, school,…
GPS-Based Geolocation of Consumer IP Addresses
James Saxon, Nick Feamster
This paper uses two commercial datasets of IP addresses from smartphones, geolocated through the Global Positioning System (GPS), to characterize the geography of IP address subnet…
An Efficient One-Class SVM for Anomaly Detection in the Internet of Things
Kun Yang, Samory Kpotufe, Nick Feamster
Insecure Internet of things (IoT) devices pose significant threats to critical infrastructure and the Internet at large; detecting anomalous behavior from these devices remains of…
Software-Supported Audits of Decision-Making Systems: Testing Google and Facebook's Political Advertising Policies
J. Nathan Matias, Austin Hounsel, Nick Feamster
How can society understand and hold accountable complex human and algorithmic decision-making systems whose systematic errors are opaque to the public? These systems routinely make…