MAWILab

Data set: 2009/12/09






Traffic Trace: 2009/12/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200912091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200912091400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091209_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091209_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 208
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough, Gamma, KL
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Gamma
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Gamma
network_scan_UDPOtheranomalous Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDPOthersuspicious Hough, Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_TCP_ICMP_te_responsePing floodsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_UDPOthersuspicious Gamma
point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
ipv4_gre_tunnelOtheranomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
host_outagePing floodanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
alpha_flowOtheranomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_pointOtheranomalous Hough, Gamma, KL
small_alpha_flowOtheranomalous Hough, Gamma
point_to_multipointSSH trafficanomalous Hough
heavy_hitterOtheranomalous Hough, Gamma, KL
point_to_multipointRST attackanomalous Hough, Gamma, KL
icmp_errorPing floodanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, Gamma, KL
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_pointOthersuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
alpha_flow_HTTPHTTPS trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_multipointFTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL
point_to_pointHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointSYN attacksuspicious KL
micro_alpha_flowOthersuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
heavy_hitterHTTP attacksuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flowHTTPS trafficsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious Gamma, KL
point_to_multipointOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipointSYN attacksuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, KL
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091209_notice.xml
"Notice" labels (csv file): 20091209_notice.csv