MAWILab

Data set: 2014/01/09






Traffic Trace: 2014/01/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401091400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140109_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140109_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 50
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
point_to_point_port_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flowOtheranomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOthersuspicious Hough, KL
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityUnknownsuspicious Hough
multipoint_to_multipointOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140109_notice.xml
"Notice" labels (csv file): 20140109_notice.csv