MAWILab

Data set: 2014/01/27






Traffic Trace: 2014/01/27

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401271400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401271400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140127_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140127_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 31
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
point_to_point_port_scan_UDPOthersuspicious KL
point_to_multipoint_low_activityOtheranomalous Hough
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointSSH trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointRST attackanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140127_notice.xml
"Notice" labels (csv file): 20140127_notice.csv