SDN TCP-SYN Dataset: A dataset for TCP-SYN flood DDoS attack detection in software-defined networksMendeley Data

The TCP-SYNC SDN dataset, a collection of labelled network traffic data for investigating DDoS attack detection in Software-Defined Networking (SDN) environments. The dataset includes flow-level metrics from both normal and malicious traffic, particularly TCP-SYN flood attacks. Generated in a contro...

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Bibliographic Details
Main Authors: Sudesh Kumar, Sunanda Gupta
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:Data in Brief
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Online Access:http://www.sciencedirect.com/science/article/pii/S2352340925000460
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Summary:The TCP-SYNC SDN dataset, a collection of labelled network traffic data for investigating DDoS attack detection in Software-Defined Networking (SDN) environments. The dataset includes flow-level metrics from both normal and malicious traffic, particularly TCP-SYN flood attacks. Generated in a controlled testbed using advanced simulation tools Mininet(v2.3.0) and real internet traffic captured from real-world internet browsing sessions via Google Chrome and recorded using Wireshark(v3.0.2), this dataset is essential for researchers and practitioners working on TCP-SYN flood DDoS attack detection and machine learning-based traffic classification. The dataset is publicly available at Mendeley Data.
ISSN:2352-3409