MAWILab

Data set: 2009/03/29






Traffic Trace: 2009/03/29

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200903291400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200903291400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090329_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090329_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 47
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_UDPOthersuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
icmp_errorPing floodanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
micro_alpha_flowHTTP attackanomalous Gamma, PCA
icmp_errorPing floodanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
icmp_errorPing floodanomalous Gamma, PCA
alpha_flowOtheranomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activityOtheranomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointRPC attacksuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flowSSH trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
point_to_multipoint_HTTPOthersuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_multipointOthersuspicious KL, PCA
multipoint_to_pointOthersuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090329_notice.xml
"Notice" labels (csv file): 20090329_notice.csv