IEEE/ICACT20260019 Slide.15        [Big Slide]       [YouTube] Oral Presentation
Random Forest provides a balanced trade-off between detection accuracy and inference latency. Its ensemble structure improves robustness while maintaining feasible per-sample inference time for SmartNIC deployment. Compared to the Decision Tree, Random Forest (RF) achieves notably higher AUC with acceptable latency overhead.

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