StormShield fingerprints and blocks malicious UEs in O-RAN 5G RANs to prevent RRC signaling storms, achieving 97.6% detection accuracy within 106.5 ms on an OTA testbed with OAI and commercial hardware.
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Mixed-methods research shows collective care practices are constrained by personal, relational, technological, and structural factors in existing PHI systems, leading to the CC-Proact operational map with three design levers and ten recommendations for collective health informatics.
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StormShield: Fingerprint-Based Detection and Mitigation of RRC Signaling Storms in O-RAN 5G RANs
StormShield fingerprints and blocks malicious UEs in O-RAN 5G RANs to prevent RRC signaling storms, achieving 97.6% detection accuracy within 106.5 ms on an OTA testbed with OAI and commercial hardware.
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Unpacking "Personal" Health Informatics for Proactive Collective Care
Mixed-methods research shows collective care practices are constrained by personal, relational, technological, and structural factors in existing PHI systems, leading to the CC-Proact operational map with three design levers and ten recommendations for collective health informatics.