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4.2. **Baselines** - **B1:** Apache Flink + offline‑trained XGBoost (re‑trained every 5 min). - **B2:** Spark Structured Streaming + MLlib Logistic Regression (batch updates). - **B3:** FlinkML (online Random Forest) without DP.

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