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From Heterogeneous Network Datasets to Real-Time Intrusion Detection Systems: Feature Harmonization, Dataset Engineering, and Operational AI for Modern Intrusion Detection
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From Heterogeneous Network Datasets to Real-Tim... 9999349676 Book Cover

From Heterogeneous Network Datasets to Real-Tim...

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Edition Description

Modern Network Intrusion Detection Systems (NIDS) often achieve remarkable accuracy on benchmark datasets, yet many fail when deployed in real-world environments due to inconsistent feature representations, dataset bias, and limited cross-domain generalization. This book presents...

Edition Details
Format:Paperback
Language:English
ISBN:9999349676
Format: Paperback
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