Multi-embedding consensus on fused SS7/Diameter/GTP records ranks synthetic cross-protocol inconsistencies far above original traffic, reducing the inspection set from 44% to under 1% at full agreement.
Learning from what we know: How to perform vulnerability prediction using noisy historical data,
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Unsupervised Cross-Protocol Anomaly Analysis in Mobile Core Networks via Multi-Embedding Models Consensus
Multi-embedding consensus on fused SS7/Diameter/GTP records ranks synthetic cross-protocol inconsistencies far above original traffic, reducing the inspection set from 44% to under 1% at full agreement.