Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic. - Sarah Wassermann; Pedro Casas; Zied Ben-Houidi; Alexis Huet; Michael Seufert; Nikolas Wehner; Joshua Schüler; Shengming Cai; Hao Shi 002; Jinchun Xu; Tobias Hoßfeld; Dario Rossi 001 (CNSM, 2020)

How good is your mobile (web) surfing?: speed index inference from encrypted traffic. - Sarah Wassermann; Pedro Casas; Michael Seufert; Nikolas Wehner; Joshua Schüler; Tobias Hossfeld (SIGCOMM Posters and Demos, 2020)

How are your Apps Doing? QoE Inference and Analysis in Mobile Devices. - Nikolas Wehner; Michael Seufert; Joshua Schüler; Pedro Casas; Tobias Hoßfeld (CNSM, 2021)

Mobile Web and App QoE Monitoring for ISPs - from Encrypted Traffic to Speed Index through Machine Learning. - Pedro Casas; Sarah Wassermann; Nikolas Wehner; Michael Seufert; Joshua Schüler; Tobias Hossfeld (WMNC, 2021)

Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling. - Nikolas Wehner; Michael Seufert; Joshua Schuler; Sarah Wassermann; Pedro Casas; Tobias Hossfeld (SIGMETRICS Perform. Evaluation Rev., 2021)

On Learning Hierarchical Embeddings from Encrypted Network Traffic. - Nikolas Wehner; Markus Ring; Joshua Schüler; Andreas Hotho; Tobias Hoßfeld; Michael Seufert (NOMS, 2022)

Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale. - Michael Seufert; Katharina Dietz 001; Nikolas Wehner; Stefan Geißler; Joshua Schüler; Manuel Wolz; Andreas Hotho; Pedro Casas; Tobias Hoßfeld; Anja Feldmann (IEEE Trans. Netw. Serv. Manag., 2024)