Serial Number: 70
Year: 2020
Kind of Traffic: Simulated
Publicly Available: Yes
Count of Records: 343939 instances
Features Count: 83
No. of citations: 304
Attack Type: DOS, Brute Force
Download Links: https://aseados.ucd.ie/datasets/SDN/
Abstract: There is a dataset called InSDN that identifies attacks specific to SDN that is publicly available to researchers. The dataset is divided into three groups based on traffic type and target machines. normal traffic is included in first category. attack traffic directed at the Mealsplotable-2 server is included in second category. On the OVS machine attacks are included in final group. The tool known as Tcp dump is used to record traffic traces at the target machine & the SDN controller interface for each category. For the inSDN dataset To extract flow features the CICFlowMeter tool is also used. Features information, like Destination IP & Source IP, were used for labelling processing. For normal and attack traffic total instances in dataset are “343,939”. Whereas normal data contains 68424 instances, attack traffic includes 275,515 instances. More than 80 features in 56 categories were gathered. To make things easier, the features are divided into “8” groups, as follows: Packet-based attributes, Network identifiers attributes, Bytes-based attributes, Interarrival time attributes, Flow timers’ attributes, Flag attributes, Flow descriptors attributes, Subflow descriptors attributes.