MAWILab

Data set: 2007/09/23






Traffic Trace: 2007/09/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200709231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200709231400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20070923_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20070923_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 133
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL
distributed_denial_of_service_SYNSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPNetbios attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDPOthersuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowOtheranomalous Gamma
multipoint_to_pointOtheranomalous Hough, KL
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointSSH attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_pointOthersuspicious Hough, KL
alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL, PCA
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Hough, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious Hough, KL
point_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL, PCA
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL, PCA
point_to_multipointOthersuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Hough, KL
point_to_multipointOthersuspicious KL
multipoint_to_pointPing floodsuspicious KL
multipoint_to_pointOthersuspicious KL
point_to_multipoint_HTTPOthersuspicious KL
point_to_multipointOthersuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20070923_notice.xml
"Notice" labels (csv file): 20070923_notice.csv