MAWILab

Data set: 2008/02/13






Traffic Trace: 2008/02/13

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200802131400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200802131400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080213_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080213_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 115
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPNetbios attackanomalous Hough, KL
network_scan_UDPNetbios attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOthersuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough, Gamma
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Hough, Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma, KL
network_scan_UDPOthersuspicious Gamma, 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 Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
point_to_point_denial_of_service_SYNSYN 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_UDPNetbios attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL, PCA
small_alpha_flowHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough
point_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP attackanomalous Gamma
heavy_hitterHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointOthersuspicious KL
heavy_hitterHTTP trafficsuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
alpha_flowOthersuspicious KL
point_to_multipointOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
small_alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20080213_notice.xml
"Notice" labels (csv file): 20080213_notice.csv