MAWILab

Data set: 2011/04/22






Traffic Trace: 2011/04/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201104221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201104221400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110422_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110422_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 81
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
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough, PCA
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious PCA
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, KL
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointRST attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPOtheranomalous Gamma, KL
multipoint_to_point_HTTPOtheranomalous KL, PCA
multipoint_to_pointOtheranomalous KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
heavy_hitterHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
heavy_hitterHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
ttl_errorPing floodsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
heavy_hitterHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious PCA
heavy_hitterHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110422_notice.xml
"Notice" labels (csv file): 20110422_notice.csv