MAWILab

Data set: 2014/01/15






Traffic Trace: 2014/01/15

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401151400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401151400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140115_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140115_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 18
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
network_scan_UDPOthersuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_UDPOthersuspicious KL
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
point_to_pointHTTP trafficsuspicious PCA
icmp_errorPing floodsuspicious KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140115_notice.xml
"Notice" labels (csv file): 20140115_notice.csv