Serial Number: 1
Year: 1998
Kind of Traffic: Simulated
Publicly Available: Yes
Count of Records: 5M points
Features Count: 43
No. of citations: 264
Attack Type: Probe, DOS, R2L, U2R
Download Links: https://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html
Abstract: KDD CUP 99 created in 1998. It is freely available for download. A local area network was used in this study to collect simulated raw dump data using Transmission Control Protocol (TCP) over a period of nine-weeks. Seven weeks of network traffic yielded approximately connection records of “5” million, while “2” weeks of testing data resulted into approximately connection records of “2” million. The testing data consisted of “39” different attacks, as opposed to the 22 in the training data.