MAWILab

Data set: 2012/08/08






Traffic Trace: 2012/08/08

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201208081400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201208081400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120808_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120808_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 42
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOthersuspicious Hough, PCA
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
small_alpha_flowOthersuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_pointRST attacksuspicious Hough, PCA
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120808_notice.xml
"Notice" labels (csv file): 20120808_notice.csv