MAWILab

Data set: 2014/01/31






Traffic Trace: 2014/01/31

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401311400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401311400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140131_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140131_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 44
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough
alpha_flowOtheranomalous Hough
multipoint_to_point_low_activityOtheranomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
small_alpha_flowOtheranomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma
small_alpha_flowOtheranomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
micro_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_point_HTTPOthersuspicious Hough, KL
multipoint_to_multipointSYN attacksuspicious Hough, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
heavy_hitterRST attacksuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140131_notice.xml
"Notice" labels (csv file): 20140131_notice.csv