MAWILab

Data set: 2010/08/14






Traffic Trace: 2010/08/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201008141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201008141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100814_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100814_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 96
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, Gamma
network_scan_SYN_tSYN attackanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
point_to_point_port_scan_UDPOtheranomalous Gamma, KL, PCA
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flowHTTPS trafficanomalous Hough
multipoint_to_pointOtheranomalous Hough
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_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
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL
multipoint_to_point_HTTPOtheranomalous KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious Gamma, KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flowOthersuspicious KL
point_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100814_notice.xml
"Notice" labels (csv file): 20100814_notice.csv