Beyond Measurement Metrics: A Human-Centered Framework for Semantic Validation of Network Traffic Classification

Igor Cherepanov, David Sessler, Alex Ulmer +2

Machine learning (ML) has become the dominant approach for network traffic classification, achieving very high predictive performance. However, a model is only valuable if it learn…