MAWILab

Data set: 2014/01/18






Traffic Trace: 2014/01/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401181400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140118_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140118_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 52
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tUnknownanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tUnknownanomalous Hough, Gamma
network_scan_SYN_tUnknownanomalous Hough, PCA
network_scan_SYN_tUnknownanomalous Hough, Gamma, PCA
network_scan_TCP_RST_ACK_responseUnknownanomalous Hough, PCA
network_scan_SYN_tUnknownanomalous Hough, KL, PCA
network_scan_SYN_tUnknownsuspicious Hough
network_scan_SYN_tUnknownsuspicious Hough, KL
network_scan_SYN_tUnknownsuspicious Hough, KL
point_to_point_port_scan_UDPOthersuspicious KL, PCA
point_to_multipoint_low_activityUnknownanomalous Hough, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointUnknownanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipointUnknownsuspicious Hough
alpha_flowUnknownsuspicious Hough
alpha_flowUnknownsuspicious Hough
multipoint_to_point_low_activity_HTTPUnknownsuspicious Hough
multipoint_to_point_low_activityUnknownsuspicious Hough
multipoint_to_point_HTTPUnknownsuspicious Hough
alpha_flowUnknownsuspicious Hough
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPUnknownsuspicious PCA
alpha_flow_HTTPUnknownsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPUnknownsuspicious PCA
alpha_flowUnknownsuspicious PCA
alpha_flow_HTTPUnknownsuspicious PCA
multipoint_to_point_low_activityUnknownsuspicious PCA
alpha_flow_HTTPUnknownsuspicious PCA
alpha_flow_HTTPUnknownsuspicious PCA
alpha_flow_HTTPUnknownsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140118_notice.xml
"Notice" labels (csv file): 20140118_notice.csv