MAWILab

Data set: 2009/07/12






Traffic Trace: 2009/07/12

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200907121400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200907121400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090712_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090712_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 58
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Gamma, KL, PCA
network_scan_UDPOtheranomalous KL
small_network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
point_to_multipoint_HTTPOtheranomalous Hough, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
icmp_errorPing floodsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_pointHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090712_notice.xml
"Notice" labels (csv file): 20090712_notice.csv