4 papers
CRSF: Enabling QoS-Aware Beyond-Connectivity Service Sharing in 6G Local Networks
Pragya Sharma, Amanda Xiang, Abbas Kiani +3
Sixth-generation (6G) networks are envisioned to support interconnected local subnetworks that can share specialized, beyond-connectivity services. However, a standardized architec…
Towards xApp Conflict Evaluation with Explainable Machine Learning and Causal Inference in O-RAN
Pragya Sharma, Shihua Sun, Shachi Deshpande +2
The Open Radio Access Network (O-RAN) architecture enables a flexible, vendor-neutral deployment of 5G networks by disaggregating base station components and supporting third-party…
FedMADE: Robust Federated Learning for Intrusion Detection in IoT Networks Using a Dynamic Aggregation Method
Shihua Sun, Pragya Sharma, Kenechukwu Nwodo +2
The rapid proliferation of Internet of Things (IoT) devices across multiple sectors has escalated serious network security concerns. This has prompted ongoing research in Machine L…
5G-WAVE: A Core Network Framework with Decentralized Authorization for Network Slices
Pragya Sharma, Tolga Atalay, Hans-Andrew Gibbs +3
5G mobile networks leverage Network Function Virtualization (NFV) to offer services in the form of network slices. Each network slice is a logically isolated fragment constructed b…