Model Drift in Network Security Data

Capture

MDPI paper on detecting and responding to concept drift in network security data streams.

Glossary Gap Coverage

• Model Drift
• Concept Drift
• MLOps
• Detection Engineering
• False Positive / False Negative

Security Relevance

Model drift is a practical risk for AI-for-security systems because traffic, adversary behavior, infrastructure, and label quality change over time. This source supports a security-specific glossary entry rather than a generic ML definition.

Notes

• Inspect full paper before extracting quantitative results.