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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Nikita A. Tsaplin

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Aug 2026

Adaptive Methods and Tools for Shallow Packet Inspection in Anomaly Detection within Encrypted Network Traffic

A lightweight, kernel-level SPI framework implemented as a driver for the Hyper-V Extensible Switch, named RuStatExt, which aggregates network traffic into flows and extracts statistical features with negligible performance overhead is proposed, which introduces no statistically significant degradation in network throu...

Nikita A. Tsaplin, Alexander P. C. Petrov, D. Kovalev · 0 citations

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