MAWILab

Data set: 2009/05/13






Traffic Trace: 2009/05/13

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200905131400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200905131400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090513_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090513_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 61
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Gamma, PCA
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious KL
reflection_attack_DNSOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_multipoint_HTTPHTTP attackanomalous Hough, KL, PCA
point_to_multipointSYN attackanomalous Hough
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
heavy_hitterOtheranomalous KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
icmp_errorPing floodanomalous Gamma, PCA
point_to_multipoint_HTTPOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficsuspicious Hough
icmp_errorPing floodsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_HTTPOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious KL
ttl_errorPing floodsuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
small_alpha_flowHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointSYN attacksuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
small_alpha_flowHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090513_notice.xml
"Notice" labels (csv file): 20090513_notice.csv