MAWILab

Data set: 2009/08/14






Traffic Trace: 2009/08/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200908141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200908141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090814_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090814_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 82
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_UDPOtheranomalous Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipoint_HTTPOthersuspicious Hough, KL, PCA
multipoint_to_pointNetbios attacksuspicious KL
heavy_hitterSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_pointHTTP trafficsuspicious PCA
point_to_multipoint_HTTPOthersuspicious KL, PCA
small_alpha_flowFTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090814_notice.xml
"Notice" labels (csv file): 20090814_notice.csv