20 citations · 20 across the 2 of their papers we have counts for
2 papers
cs.NI2025
One task to rule them all: A closer look at traffic classification generalizability
Elham Akbari, Zihao Zhou, Mohammad Ali Salahuddin +5
Existing website fingerprinting and traffic classification solutions do not work well when the evaluation context changes, as their performances often heavily rely on context-speci…
cs.NI2023★ 20 cited
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification
Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin +5
Deep learning (DL) has been successfully applied to encrypted network traffic classification in experimental settings. However, in production use, it has been shown that a DL class…