MAWILab

Data set: 2013/08/14






Traffic Trace: 2013/08/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201308141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201308141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130814_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130814_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 73
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_ACKHTTP trafficsuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activityOthersuspicious Hough, Gamma, KL
alpha_flowOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130814_notice.xml
"Notice" labels (csv file): 20130814_notice.csv