MAWILab

Data set: 2013/01/14






Traffic Trace: 2013/01/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201301141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201301141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130114_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130114_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 63
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_UDPOthersuspicious Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous Hough, KL
multipoint_to_point_low_activity_HTTPHTTP attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP attacksuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPUnknownsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_HTTPSYN attacksuspicious Hough, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointSYN attacksuspicious KL, PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130114_notice.xml
"Notice" labels (csv file): 20130114_notice.csv