MAWILab

Data set: 2007/03/26






Traffic Trace: 2007/03/26

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200703261400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200703261400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20070326_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20070326_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 138
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, KL
small_network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
alpha_flowFTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointFTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_pointHTTP attackanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_pointOtheranomalous PCA
multipoint_to_point_HTTPOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough, Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
point_to_multipointRST attacksuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
heavy_hitterOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious Hough, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20070326_notice.xml
"Notice" labels (csv file): 20070326_notice.csv