MAWILab

Data set: 2013/01/13






Traffic Trace: 2013/01/13

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201301131400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201301131400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130113_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130113_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 103
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough
point_to_point_denial_of_service_ICMPPing floodanomalous Gamma
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
small_point_to_point_denial_of_service_SYNSYN attacksuspicious KL, PCA
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
small_point_to_point_denial_of_service_SYNSYN attacksuspicious KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough
multipoint_to_point_low_activity_HTTPHTTP attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
icmp_errorPing floodanomalous KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
ipv4_gre_tunnelOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_HTTPOthersuspicious Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious KL
point_to_multipointHTTPS trafficsuspicious KL
point_to_multipointOthersuspicious KL
icmp_errorPing floodsuspicious KL
ttl_errorPing floodsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
icmp_errorPing floodsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
point_to_pointSYN attacksuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_HTTPRST attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
icmp_errorPing floodsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_multipointOthersuspicious PCA
alpha_flowOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_HTTPOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowOthersuspicious PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130113_notice.xml
"Notice" labels (csv file): 20130113_notice.csv