MAWILab

Data set: 2009/03/12






Traffic Trace: 2009/03/12

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200903121400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200903121400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090312_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090312_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 107
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDPNetbios attackanomalous Hough, Gamma
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious 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
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_ICMP_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
point_to_point_port_scan_UDPOthersuspicious KL
reflection_attack_DNSOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough
point_to_multipoint_HTTPHTTPS trafficanomalous Hough
ipv4_ipv6_tunnelOtheranomalous Hough, PCA
small_alpha_flowOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
icmp_errorPing floodsuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
small_alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL
small_alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
small_alpha_flowOthersuspicious KL
alpha_flowOthersuspicious Gamma, PCA
ipv4_ipv6_tunnelOthersuspicious Hough, PCA
point_to_multipointOthersuspicious Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090312_notice.xml
"Notice" labels (csv file): 20090312_notice.csv