MAWILab

Data set: 2011/06/05






Traffic Trace: 2011/06/05

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201106051400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201106051400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110605_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110605_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 52
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
distributed_denial_of_service_SYNSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough
distributed_denial_of_service_RST_responseRST attackanomalous Hough, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough
distributed_denial_of_service_RST_responseRST attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
distributed_denial_of_service_RST_responseRST attacksuspicious Hough, KL, PCA
distributed_denial_of_service_SYNSYN attacksuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
alpha_flowOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
heavy_hitterHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
alpha_flowOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110605_notice.xml
"Notice" labels (csv file): 20110605_notice.csv