MAWILab

Data set: 2016/09/03






Traffic Trace: 2016/09/03

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201609031400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201609031400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160903_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160903_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 55
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOthersuspicious Hough, KL, PCA
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_ACKHTTPS trafficsuspicious Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious KL, PCA
point_to_point_port_scan_UDPOthersuspicious KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious Gamma
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
multipoint_to_point_HTTPSYN attacksuspicious Hough, Gamma, KL
alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
micro_alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
alpha_flowOtheranomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous KL
alpha_flowOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160903_notice.xml
"Notice" labels (csv file): 20160903_notice.csv