MAWILab

Data set: 2009/06/16






Traffic Trace: 2009/06/16

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200906161400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200906161400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090616_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090616_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 86
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_TCP_TCP_ICMP_responseSMB attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_TCP_TCP_ICMP_responseSMB attacksuspicious KL
point_to_multipointOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
icmp_errorPing floodanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
point_to_multipointSSH trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough
icmp_errorPing floodsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_HTTPOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, KL
alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090616_notice.xml
"Notice" labels (csv file): 20090616_notice.csv