MAWILab

Data set: 2013/10/24






Traffic Trace: 2013/10/24

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201310241400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201310241400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20131024_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20131024_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 33
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_TCP_ICMP_responsePing floodanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOthersuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20131024_notice.xml
"Notice" labels (csv file): 20131024_notice.csv