MAWILab

Data set: 2013/04/24






Traffic Trace: 2013/04/24

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201304241400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201304241400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130424_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130424_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 60
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_TCP_RST_responseRST attacksuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough
point_to_multipoint_HTTPHTTP attacksuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_pointOthersuspicious KL
heavy_hitterSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
point_to_multipointRST attacksuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipointPing floodsuspicious Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPSYN attacksuspicious Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130424_notice.xml
"Notice" labels (csv file): 20130424_notice.csv