MAWILab

Data set: 2010/08/25






Traffic Trace: 2010/08/25

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201008251400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201008251400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100825_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100825_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 186
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
distributed_denial_of_service_SYNSYN attackanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_UDPOthersuspicious Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPNetbios attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointFTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_point_HTTPOtheranomalous Hough, KL
alpha_flowOtheranomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous KL
heavy_hitterHTTP attackanomalous Hough, KL
small_alpha_flowOtheranomalous KL
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointOtheranomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
small_alpha_flowHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_pointHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTPS trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_pointOthersuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
ipv4_ipv6_tunnelOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100825_notice.xml
"Notice" labels (csv file): 20100825_notice.csv