MAWILab

Data set: 2011/10/11






Traffic Trace: 2011/10/11

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201110111400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201110111400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20111011_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20111011_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 69
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
distributed_denial_of_service_SYNSYN attacksuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activitySSH trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
ipv4_ipv6_tunnelOtheranomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous KL
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_point_HTTPSYN attacksuspicious Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20111011_notice.xml
"Notice" labels (csv file): 20111011_notice.csv