MAWILab

Data set: 2011/04/18






Traffic Trace: 2011/04/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201104181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201104181400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110418_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110418_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 47
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPOtheranomalous KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious KL
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Gamma, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
heavy_hitterHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
ipv4_ipv6_tunnelOthersuspicious PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110418_notice.xml
"Notice" labels (csv file): 20110418_notice.csv