MAWILab

Data set: 2011/04/19






Traffic Trace: 2011/04/19

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201104191400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201104191400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110419_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110419_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 58
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
ipv4_ipv6_tunnelOtheranomalous Hough, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
alpha_flowOtheranomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
heavy_hitterHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_pointOthersuspicious KL
point_to_multipointOthersuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110419_notice.xml
"Notice" labels (csv file): 20110419_notice.csv