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20222026
most citedVisualization Of Class Activation Maps To Explain AI Classification Of Network Packet Captures

12 citations · 13 across the 4 of their papers we have counts for

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cs.NI2026

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…