MAWILab

Data set: 2008/04/03






Traffic Trace: 2008/04/03

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200804031400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200804031400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080403_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080403_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 141
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
point_to_point_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPNetbios attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPNetbios attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPNetbios attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_ACKOthersuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious KL
reflection_attack_DNSOthersuspicious Gamma, KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_ACKOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
network_scan_ACKOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
micro_alpha_flowHTTP trafficanomalous Hough
alpha_flowOtheranomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
micro_alpha_flowHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
heavy_hitterOtheranomalous Hough
multipoint_to_pointOtheranomalous Hough
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
small_alpha_flowHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, KL
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
alpha_flowOtheranomalous Hough, KL
point_to_multipoint_HTTPSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_multipointOthersuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
point_to_multipointFTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
point_to_pointFTP attacksuspicious Gamma, KL
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_pointOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_pointFTP attacksuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipoint_low_activitySSH trafficsuspicious Hough, KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activity_HTTPSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPHTTPS trafficsuspicious Hough, KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20080403_notice.xml
"Notice" labels (csv file): 20080403_notice.csv