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Burst Header Packet (BHP) flooding attack on Optical Burst Switching (OBS) Network Data Set
Download: Data Folder, Data Set Description

Abstract: 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.

Data Set Characteristics:  

Text

Number of Instances:

1075

Area:

Computer

Attribute Characteristics:

Integer

Number of Attributes:

22

Date Donated

2017-08-28

Associated Tasks:

Classification

Missing Values?

N/A

Number of Web Hits:

807


Source:

Adel Rajab
Department of Computer Science and Engineering,
University of South Carolina,
Columbia, SC, USA, 29208
Phone number:(803)238-6657
rajaba '@' email.sc.edu


Data Set Information:

For Further information about the variables see the file in the data folder.


Attribute Information:

1. Node: This is the number of the sending node (numeric).
2. Utilized Bandwidth Rate: This is the normalization of ‘Used_Bandidth’ (numeric).
3. Packet Drop Rate: This is the normalization of ‘Percentage_Of_Lost_Pcaket_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_Pcaket_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 ).


Relevant Papers:

A. Rajab, C. T. Huang, M. Alshargabi, and J. Cobb, “Countering Burst Header Packet Flooding Attack in Optical Burst Switching Network,” In: International Conference on Information Security Practice and Experience, Springer International Publishing, pp. 315–329, Nov 16 2016.



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