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Network anomaly detection gets harder with diverse traffic patterns. Entropy-based features might help capture unusual patterns better than traditional stats. This could improve detection, but it's still unclear how well it works in real-world scenarios.
“arXiv:2607.15379v1 Announce Type: cross Abstract: Network anomaly detection is increasingly challenging due to the growing diversity and variability of traffic patterns, which are not always well captured by traditional statistical features…”
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arXiv:2607.15379v1, Entropy-based features
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Aug 5, 2026