MAWILab

Data set: 2009/01/09






Traffic Trace: 2009/01/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200901091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200901091400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090109_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090109_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 146
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_UDPNetbios attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ACK_tOthersuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDPOthersuspicious Gamma, KL
network_scan_ICMP_ecrqPing floodsuspicious Gamma, KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
reflection_attack_DNSOthersuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious KL
reflection_attack_DNSOthersuspicious 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 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 KL
network_scan_ACK_tOthersuspicious KL
alpha_flowHTTPS trafficanomalous Hough
small_alpha_flowHTTP trafficanomalous Hough, Gamma
ipv4_gre_tunnelOtheranomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
heavy_hitterOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma, KL
point_to_multipointRST attacksuspicious Hough, Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_pointOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowOthersuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
small_alpha_flowHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090109_notice.xml
"Notice" labels (csv file): 20090109_notice.csv