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burst-header-packet

burst-header-packet

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Author: Adel Rajab Source: [UCI](https://archive.ics.uci.edu/ml/datasets/Burst+Header+Packet+(BHP)+flooding+attack+on+Optical+Burst+Switching+(OBS)+Network) - 2017 Please cite: [UCI](https://archive.ics.uci.edu/ml/citation_policy.html) Burst Header Packet (BHP) flooding attack on Optical Burst Switching (OBS) Network dataset One 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. ### Attribute Information: 1. Node: This is the number of the sending node (numeric). 2. Utilized Bandwidth Rate: This is the normalization of Used_Bandwidth (numeric). 3. Packet Drop Rate: This is the normalization of Percentage_Of_Lost_Packet_Rate (numeric). 4. Reserved_Bandwidth: Initial reserved Bandwidth assigned (given) to each node, the user (usr) in the experiments assign these values. (numeric). 5. Average_Delay_Time_Per_Sec: Average Delay Time (per second) for each node. This is (End-to End Delay). (numeric). 6. Percentage_Of_Lost_Packet_Rate: Percentage of Packets Drop Rate for each node (numeric). 7. Percentage_Of_Lost_Byte_Rate: Percentage of Lost Byte Rate for each node (numeric). 8. Packet Received Rate: Total received packets (per second) for each node based on Reserved_Bandwidth (numeric). 9. Used_Bandwidth: This is what each node could reserve from the Reserved_Bandwidth (numeric). 10. Lost_Bandwidth: The amount of lost Bandwidth by each node from Reserved_Bandwidth (numeric). 11. 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). 12. Packet_Transmitted: Total transmitted packets (per second) for each node based on the Reserved_Bandwidth (numeric). 13. Packet_Received: Total received packets (per second) for each node based on the Reserved_Bandwidth (numeric). 14. Packet_lost: Total lost packets (per second) for each node, which based on the Lost_Bandwidth (numeric). 15. Transmitted_Byte: Total transmitted Byte (per second) for each node (numeric). 16. Received_Byte: Total received Byte (per second) for each node based on the Reserved_Bandwidth (numeric). 17. 10-Run-AVG-Drop-Rate: Average packet drop rate for 10 consecutive (run) iterations (numeric). 18. 10-Run-AVG-Bandwidth-Use: Average Bandwidth utilized for 10 consecutive (run) iterations (numeric). 19. 10-Run-Delay: Average delay time for 10 consecutive (run) iterations (numeric). 20. 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) 21. Flood Status: Percentage of flood per node based on Packet Drop Rate Medium and high level of BHP flood attack in case B (numeric). 22. 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 ).

22 features

Nodenumeric2 unique values
0 missing
Utilised Bandwith Ratenumeric199 unique values
0 missing
Packet Drop Ratenumeric199 unique values
0 missing
Full_Bandwidthnumeric10 unique values
0 missing
Average_Delay_Time_Per_Secnumeric160 unique values
0 missing
Percentage_Of_Lost_Pcaket_Ratenumeric199 unique values
0 missing
Percentage_Of_Lost_Byte_Ratenumeric199 unique values
0 missing
Packet Received Ratenumeric199 unique values
0 missing
of Used_Bandwidthnumeric199 unique values
0 missing
Lost_Bandwidthnumeric199 unique values
0 missing
Packet Size_Bytenumeric1 unique values
0 missing
Packet_Transmittednumeric10 unique values
0 missing
Packet_Receivednumeric198 unique values
0 missing
Packet_lostnumeric196 unique values
15 missing
Transmitted_Bytenumeric10 unique values
0 missing
Received_Bytenumeric199 unique values
0 missing
10-Run-AVG-Drop-Ratenumeric213 unique values
0 missing
10-Run-AVG-Bandwith-Usenumeric210 unique values
0 missing
10-Run-Delaynumeric190 unique values
0 missing
Node Statusnominal3 unique values
0 missing
Flood Statusnumeric185 unique values
0 missing
Classnominal4 unique values
0 missing

19 properties

1075
Number of instances (rows) of the dataset.
22
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
15
Number of missing values in the dataset.
15
Number of instances with at least one value missing.
20
Number of numeric attributes.
2
Number of nominal attributes.
0
Percentage of binary attributes.
1.4
Percentage of instances having missing values.
0.06
Percentage of missing values.
Average class difference between consecutive instances.
90.91
Percentage of numeric attributes.
0.02
Number of attributes divided by the number of instances.
9.09
Percentage of nominal attributes.
Percentage of instances belonging to the most frequent class.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.

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