20 citations · 20 across the 4 of their papers we have counts for
4 papers
HERL: Tiered Federated Learning with Adaptive Homomorphic Encryption using Reinforcement Learning
Jiaxang Tang, Zeshan Fayyaz, Mohammad A. Salahuddin +3
Federated Learning is a well-researched approach for collaboratively training machine learning models across decentralized data while preserving privacy. However, integrating Homom…
Secure and Efficient Group Handover Protocol in 5G Non-Terrestrial Networks
Bohan Zhang, Peng Hu, Ahmad Akbari Azirani +4
The growing low-Earth orbit (LEO) satellite constellations have become an essential part of the fifth-generation (5G) non-terrestrial network (NTN) market. These satellites can ena…
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…
MonArch: Network Slice Monitoring Architecture for Cloud Native 5G Deployments
Niloy Saha, Nashid Shahriar, Raouf Boutaba +1
Automated decision making algorithms are expected to play a key role in management and orchestration of network slices in 5G and beyond networks. State-of-the-art algorithms for au…