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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| Format: | Article |
| Language: | English |
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Elsevier
2025-04-01
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| Series: | Data in Brief |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340925000460 |
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| author | Sudesh Kumar Sunanda Gupta |
| author_facet | Sudesh Kumar Sunanda Gupta |
| author_sort | Sudesh Kumar |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-aae99d5c0dbe4d9a8015b297fdbfb216 |
| institution | Kabale University |
| issn | 2352-3409 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj-art-aae99d5c0dbe4d9a8015b297fdbfb2162025-01-25T04:11:19ZengElsevierData in Brief2352-34092025-04-0159111314SDN TCP-SYN Dataset: A dataset for TCP-SYN flood DDoS attack detection in software-defined networksMendeley DataSudesh Kumar0Sunanda Gupta1Corresponding author:; School of Computer Science and Engineering, Shri Mata Vaishno Devi University, Katra, IndiaSchool of Computer Science and Engineering, Shri Mata Vaishno Devi University, Katra, IndiaThe 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.http://www.sciencedirect.com/science/article/pii/S2352340925000460Software Defined NetworkingArtificial IntelligenceNetwork securityAnomaly detection |
| spellingShingle | Sudesh Kumar Sunanda Gupta SDN TCP-SYN Dataset: A dataset for TCP-SYN flood DDoS attack detection in software-defined networksMendeley Data Data in Brief Software Defined Networking Artificial Intelligence Network security Anomaly detection |
| title | SDN TCP-SYN Dataset: A dataset for TCP-SYN flood DDoS attack detection in software-defined networksMendeley Data |
| title_full | SDN TCP-SYN Dataset: A dataset for TCP-SYN flood DDoS attack detection in software-defined networksMendeley Data |
| title_fullStr | SDN TCP-SYN Dataset: A dataset for TCP-SYN flood DDoS attack detection in software-defined networksMendeley Data |
| title_full_unstemmed | SDN TCP-SYN Dataset: A dataset for TCP-SYN flood DDoS attack detection in software-defined networksMendeley Data |
| title_short | SDN TCP-SYN Dataset: A dataset for TCP-SYN flood DDoS attack detection in software-defined networksMendeley Data |
| title_sort | sdn tcp syn dataset a dataset for tcp syn flood ddos attack detection in software defined networksmendeley data |
| topic | Software Defined Networking Artificial Intelligence Network security Anomaly detection |
| url | http://www.sciencedirect.com/science/article/pii/S2352340925000460 |
| work_keys_str_mv | AT sudeshkumar sdntcpsyndatasetadatasetfortcpsynfloodddosattackdetectioninsoftwaredefinednetworksmendeleydata AT sunandagupta sdntcpsyndatasetadatasetfortcpsynfloodddosattackdetectioninsoftwaredefinednetworksmendeleydata |