MAWILab

Data set: 2011/04/20






Traffic Trace: 2011/04/20

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201104201400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201104201400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110420_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110420_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 51
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious KL
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous Hough, KL
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous KL
multipoint_to_multipointOtheranomalous KL
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
icmp_errorPing floodanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
alpha_flowOthersuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
heavy_hitterHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110420_notice.xml
"Notice" labels (csv file): 20110420_notice.csv