MAWILab

Data set: 2010/08/24






Traffic Trace: 2010/08/24

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201008241400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201008241400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100824_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100824_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 184
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
small_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, Gamma, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_TCP_ICMP_du_responsePing floodanomalous KL
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDPOtheranomalous KL
point_to_point_port_scan_UDPOtheranomalous Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ACKOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
heavy_hitterOtheranomalous Hough
small_alpha_flowHTTP trafficanomalous Hough
small_alpha_flowHTTP trafficanomalous Hough
small_alpha_flowHTTP trafficanomalous Hough
multipoint_to_multipointOtheranomalous Hough, Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma
alpha_flowOtheranomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_pointOtheranomalous Hough
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma
point_to_multipoint_low_activityOtheranomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
multipoint_to_pointOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
point_to_multipointSYN attackanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma
alpha_flowOtheranomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activitySSH trafficanomalous KL
multipoint_to_point_low_activityOtheranomalous KL
small_alpha_flowHTTP trafficanomalous KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous KL
point_to_multipoint_HTTPSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowOthersuspicious Gamma
alpha_flowOthersuspicious Gamma, KL
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
heavy_hitterHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
ipv4_ipv6_tunnelOthersuspicious Gamma, KL
point_to_multipointOthersuspicious KL
micro_alpha_flowOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious KL
small_alpha_flowHTTP trafficsuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100824_notice.xml
"Notice" labels (csv file): 20100824_notice.csv