MAWILab

Data set: 2008/10/17






Traffic Trace: 2008/10/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200810171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200810171400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20081017_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20081017_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 160
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
reflection_attack_DNSOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough, KL
distributed_denial_of_service_SYNSYN attacksuspicious Gamma, KL
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDPNetbios attacksuspicious Hough, KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious 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 KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious 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_UDPNetbios attacksuspicious KL
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
network_scan_UDPOthersuspicious KL
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flowOtheranomalous Hough
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
point_to_pointHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
small_alpha_flowOthersuspicious Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointPing floodsuspicious KL
point_to_multipointRST attacksuspicious KL
point_to_multipointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious KL
alpha_flowFTP trafficsuspicious KL
point_to_multipointSYN attacksuspicious KL
heavy_hitterHTTP trafficsuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious Gamma, KL
heavy_hitterHTTP trafficsuspicious Hough, Gamma, KL
alpha_flowOthersuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL, PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_pointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_pointHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyOtheranomalous Hough, Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20081017_notice.xml
"Notice" labels (csv file): 20081017_notice.csv