MAWILab

Data set: 2013/12/15






Traffic Trace: 2013/12/15

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201312151400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201312151400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20131215_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20131215_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 40
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough
small_alpha_flowHTTPS trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipointRST attackanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
ipv4_ipv6_tunnelOthersuspicious Gamma
multipoint_to_point_low_activityRST attacksuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20131215_notice.xml
"Notice" labels (csv file): 20131215_notice.csv