MAWILab

Data set: 2009/08/17






Traffic Trace: 2009/08/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200908171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200908171400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090817_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090817_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 87
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough
small_alpha_flowHTTP trafficanomalous Hough
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
multipoint_to_point_HTTPRST attackanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
icmp_errorPing floodanomalous KL
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
icmp_errorPing floodanomalous KL
small_alpha_flowHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flowOthersuspicious Hough, KL
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activityOthersuspicious Gamma
multipoint_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipointOthersuspicious Hough, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
ttl_errorPing floodsuspicious Hough
heavy_hitterSYN attacksuspicious KL
multipoint_to_pointFTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
alpha_flowHTTPS trafficsuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_pointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
icmp_errorPing floodsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090817_notice.xml
"Notice" labels (csv file): 20090817_notice.csv