MAWILab

Data set: 2009/10/31






Traffic Trace: 2009/10/31

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200910311400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200910311400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091031_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091031_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 59
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attacksuspicious Hough
distributed_denial_of_service_ICMPPing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious PCA
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Gamma
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
point_to_multipointOthersuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious KL
icmp_errorPing floodsuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_pointRST attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
heavy_hitterOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL
multipoint_to_multipointOthersuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_point_HTTPOthersuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointOthersuspicious KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
ttl_errorPing floodanomalous Hough, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091031_notice.xml
"Notice" labels (csv file): 20091031_notice.csv