MAWILab

Data set: 2014/03/22






Traffic Trace: 2014/03/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201403221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201403221400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140322_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140322_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 39
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous Hough, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointRST attackanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious KL, PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140322_notice.xml
"Notice" labels (csv file): 20140322_notice.csv