MAWILab

Data set: 2011/11/05






Traffic Trace: 2011/11/05

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201111051400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201111051400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20111105_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20111105_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 51
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, PCA
network_scan_UDPOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPRST attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
ipv4_ipv6_tunnelOthersuspicious Gamma, KL, PCA
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_pointOthersuspicious KL, PCA
point_to_multipointOthersuspicious Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipointSYN attacksuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
heavy_hitterHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
heavy_hitterHTTP attacksuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20111105_notice.xml
"Notice" labels (csv file): 20111105_notice.csv