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    "description": "**Author**: Adel Rajab\n**Source**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/Burst+Header+Packet+(BHP)+flooding+attack+on+Optical+Burst+Switching+(OBS)+Network) - 2017\n**Please cite**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/citation_policy.html)\n\n**Burst Header Packet (BHP) flooding attack on Optical Burst Switching (OBS) Network dataset**\nOne of the primary challenges in identifying the risks of the Burst Header Packet (BHP) flood attacks in Optical Burst Switching networks (OBS) is the scarcity of reliable historical data.\n\n### Attribute Information:\n\n1. Node: This is the number of the sending node (numeric).\n2. Utilized Bandwidth Rate: This is the normalization of Used_Bandwidth (numeric).\n3. Packet Drop Rate: This is the normalization of Percentage_Of_Lost_Packet_Rate (numeric).\n4. Reserved_Bandwidth: Initial reserved Bandwidth assigned (given) to each node, the user (usr) in the experiments assign these values. (numeric).\n5. Average_Delay_Time_Per_Sec: Average Delay Time (per second) for each node. This is (End-to End Delay). (numeric).\n6. Percentage_Of_Lost_Packet_Rate: Percentage of Packets Drop Rate for each node (numeric).\n7. Percentage_Of_Lost_Byte_Rate: Percentage of Lost Byte Rate for each node (numeric).\n8. Packet Received Rate: Total received packets (per second) for each node based on Reserved_Bandwidth (numeric).\n9. Used_Bandwidth: This is what each node could reserve from the Reserved_Bandwidth (numeric).\n10. Lost_Bandwidth: The amount of lost Bandwidth by each node from Reserved_Bandwidth (numeric).\n11. Packet Size_Byte: Packets size in Byte assigned specifically for each node to transmit. Note: 60 Byte will be added to the 1440 for the IP Header and the UDP Header ((Data size 1440 Byte) + (IP Header 40 Byte) + (UDP Header 20 Byte)) =1500 Byte (numeric).\n12. Packet_Transmitted: Total transmitted packets (per second) for each node based on the Reserved_Bandwidth (numeric).\n13. Packet_Received: Total received packets (per second) for each node based on the Reserved_Bandwidth  (numeric).\n14. Packet_lost: Total lost packets (per second) for each node, which based on the Lost_Bandwidth (numeric).\n15. Transmitted_Byte: Total transmitted Byte (per second) for each node (numeric).\n16. Received_Byte: Total received Byte (per second) for each node based on the Reserved_Bandwidth (numeric).\n17. 10-Run-AVG-Drop-Rate: Average packet drop rate for 10 consecutive (run) iterations (numeric).\n18. 10-Run-AVG-Bandwidth-Use: Average Bandwidth utilized for 10 consecutive (run) iterations (numeric).\n19. 10-Run-Delay: Average delay time for 10 consecutive (run) iterations (numeric).\n20. Node Status {B, NB, P NB}: initial classification of nodes based on Packet Drop Rate, Used_Bandwidth and Average_Delay_Time_Per_Sec. B = Behaving, NB = Not Behaving and P NB = Potentially Not Behaving. (Categorical)\n21. Flood Status: Percentage of flood per node based on Packet Drop Rate Medium and high level of BHP flood attack in case B (numeric).\n22. Class '{NB-No Block, Block, No Block, NB-Wait}: The final classification of nodes based on Packet Drop Rate, Reserved_Bandwidth, Iteration #, Used_Bandwidth Packet Drop Rate This is for case B (Categorical ).",
    "format": "ARFF",
    "uploader": "Meilina Reksoprodjo",
    "uploader_id": 24140,
    "visibility": "public",
    "creator": "Adel Rajab",
    "contributor": null,
    "date": "2021-05-19 18:30:29",
    "update_comment": null,
    "last_update": "2021-05-19 18:30:29",
    "licence": "CC0",
    "status": "active",
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    "url": "https:\/\/www.openml.org\/data\/download\/22045529\/OBS-Network-DataSet_2_Aug27.arff",
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        "NumberOfNumericFeatures": 20,
        "NumberOfSymbolicFeatures": 2,
        "Dimensionality": 0.020465116279069766,
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