TRACE applies a hyperparameter-tuned stacked ensemble of gradient boosted decision trees to traceroute latency features to detect rare route changes with superior F1 score over baselines.
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TRACE: Traceroute-based Internet Route change Analysis with Ensemble Learning
TRACE applies a hyperparameter-tuned stacked ensemble of gradient boosted decision trees to traceroute latency features to detect rare route changes with superior F1 score over baselines.