86 citations · 97 across the 7 of their papers we have counts for
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cs.LG2025
BiLCNet : BiLSTM-Conformer Network for Encrypted Traffic Classification with 5G SA Physical Channel Records
Ke Ma, Jialiang Lu, Philippe Martins
Accurate and efficient traffic classification is vital for wireless network management, especially under encrypted payloads and dynamic application behavior, where traditional meth…
cs.LG2023
Real-time Traffic Classification for 5G NSA Encrypted Data Flows With Physical Channel Records
Xiao Fei, Philippe Martins, Jialiang Lu
The classification of fifth-generation New-Radio (5G-NR) mobile network traffic is an emerging topic in the field of telecommunications. It can be utilized for quality of service (…
cs.LG2021★ 86 cited
TDGIA:Effective Injection Attacks on Graph Neural Networks
Xu Zou, Qinkai Zheng, Yuxiao Dong +4
Graph Neural Networks (GNNs) have achieved promising performance in various real-world applications. However, recent studies have shown that GNNs are vulnerable to adversarial atta…