Probablystolenguide

https://dl.ifip.org › db › conf › networking
This paper introduced RadioShield a novel PHY MAC layer defense framework for mitigating RRC signaling storms in

https://www.semanticscholar.org › paper › RadioShield...
To address these limitations we propose RadioShield a novel multi tier defense framework that shifts the detection scope from

https://www.linkedin.com › posts › netslab-ucd_pdf...
By leveraging radio telemetry RadioShield enables early identification of malicious user behavior and helps stop signaling storm

https://researchr.org › publication
RadioShield A PHY Layer Defense Framework for RRC Signaling Storms in O RAN In IFIP Networking Conference 2026 Lugano

https://ieeexplore.ieee.org › author
Specifically Radio Resource Control RRC signaling storms exploit these functional splits severely amplifying resource exhaustion

https://www.linkedin.com › posts
By leveraging radio telemetry RadioShield enables early identification of malicious user behavior and helps stop signaling storm

https://netslab.ucd-cs.ie › rrc-signalling-storm-dataset
Using a real physical O RAN testbed with real attack execution this dataset captures information found in different layers in O RAN

https://scholar.google.com › citations
Comp Sci PhD Student University College Dublin Cited by 11 machine learning IDS XAI network communications O RAN

https://orcid.org
Rec Def A Recommendation Based Defence Mechanism for Privacy Preservation in Federated Learning Systems IEEE