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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,738 papers · 148 categories

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0111 · Feb 202319922001200920172026
1 result for “MSNM”
Leveraging a Probabilistic PCA Model to Understand the Multivariate Statistical Network Monitoring Framework for Network Security Anomaly Detectionstat.ML

Paper revisits PCA for anomaly detection in network security.

problem Understanding and improving anomaly detection in network security.
method Revisit probabilistic PCA model and its connection to MSNM framework.
result Mathematical model connects PCA to MSNM for anomaly detection.
PCAMSNMAnomaly DetectionNetwork SecurityProbabilistic Models
2023-02-02abs ↗pdf ↗