MAWILab

Data set: 2009/07/01






Traffic Trace: 2009/07/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200907011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200907011400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090701_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090701_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 153
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
point_to_point_port_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Gamma
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKHTTP trafficanomalous Gamma
network_scan_ACKHTTP trafficanomalous Gamma
network_scan_ACKHTTP trafficanomalous Gamma
small_network_scan_SYN_tSYN attackanomalous Hough, KL
small_network_scan_SYN_tSYN attackanomalous Hough, KL
distributed_denial_of_service_SYNSYN attackanomalous KL
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_UDPOthersuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
point_to_point_port_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_ACKHTTP trafficsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
multipoint_to_point_low_activityOtheranomalous KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activityOtheranomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_pointSSH trafficanomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
ipv4_ipv6_tunnelOtheranomalous Gamma
alpha_flowOtheranomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
ttl_errorPing floodanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_multipointOtheranomalous Gamma, KL
multipoint_to_pointOtheranomalous Gamma, KL
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL
alpha_flowOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
multipoint_to_pointOtheranomalous KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous KL
multipoint_to_pointOtheranomalous KL
small_alpha_flowHTTP trafficanomalous KL
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
icmp_errorPing floodsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
ipv4_gre_tunnelOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointFTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipointOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
ttl_errorPing floodsuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointHTTP trafficsuspicious Hough, KL
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
small_alpha_flowOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
heavy_hitterOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointOthersuspicious KL
small_alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090701_notice.xml
"Notice" labels (csv file): 20090701_notice.csv