Detectors parameters settings have been improved and anomalies are now classified with the taxonomy presented here.
Notice: The large amount of ICMP traffic from the USC ANT project is filtered out to reduce detectors computational time. This is done on each trace, since September 2011, by discarding traffic sent/received by the top 2 IP addresses that send/receive the most ICMP traffic.
You can browse the data set here
This is the first version of MAWILab resulting from the combination of four diverse detectors based on different theoretical backgrounds: the Principal Component Analysis, the Gamma distribution, the Kullback-Leibler divergence and the Hough transform.