Functional Diagram Vs Architecture Diagram

Functional Diagram Vs Architecture Diagram This paper introduced RadioShield a novel PHY MAC layer defense framework for mitigating RRC signaling storms in

To address these limitations we propose RadioShield a novel multi tier defense framework that shifts the detection scope from By leveraging radio telemetry RadioShield enables early identification of malicious user behavior and helps stop signaling storm

Functional Diagram Vs Architecture Diagram

Functional Diagram Vs Architecture Diagram
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RadioShield A PHY Layer Defense Framework for RRC Signaling Storms in O RAN In IFIP Networking Conference 2026 Lugano Specifically Radio Resource Control RRC signaling storms exploit these functional splits severely amplifying resource exhaustion

By leveraging radio telemetry RadioShield enables early identification of malicious user behavior and helps stop signaling storm Using a real physical O RAN testbed with real attack execution this dataset captures information found in different layers in O RAN

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Comp Sci PhD Student University College Dublin Cited by 11 machine learning IDS XAI network communications O RAN Rec Def A Recommendation Based Defence Mechanism for Privacy Preservation in Federated Learning Systems IEEE

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Functional Diagram Vs Architecture Diagram - RadioShield A PHY Layer Defense Framework for RRC Signaling Storms in O RAN In IFIP Networking Conference 2026 Lugano