MAWILab

Data set: 2013/05/09






Traffic Trace: 2013/05/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201305091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201305091400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130509_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130509_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 62
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
network_scan_SYN_tSYN attacksuspicious Hough, KL
distributed_denial_of_service_SYN_ACK_responseSYN attacksuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_pointSSH trafficanomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
ipv4_ipv6_tunnelOthersuspicious Gamma, PCA
small_alpha_flowFIN attacksuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipointSSH trafficsuspicious Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
point_to_pointHTTP attacksuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130509_notice.xml
"Notice" labels (csv file): 20130509_notice.csv