MAWILab

Data set: 2013/10/17






Traffic Trace: 2013/10/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201310171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201310171400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20131017_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20131017_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 80
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tUnknownanomalous Hough, KL
network_scan_SYN_tUnknownanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tUnknownanomalous Hough, PCA
network_scan_UDPUnknownanomalous Hough, Gamma, PCA
point_to_point_port_scan_UDPOthersuspicious Hough, Gamma
network_scan_SYN_tUnknownsuspicious Hough
network_scan_SYN_tUnknownsuspicious Hough
network_scan_ICMP_ecrqUnknownsuspicious Hough
network_scan_UDP_UDP_ICMP_responseUnknownsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPRST attackanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPUnknownanomalous Hough, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL
alpha_flowOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flowUnknownanomalous Hough, PCA
multipoint_to_multipointUnknownanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPUnknownsuspicious Hough
point_to_multipoint_low_activityUnknownsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
micro_alpha_flowUnknownsuspicious Hough
point_to_multipoint_low_activityUnknownsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPUnknownsuspicious Hough
small_alpha_flowUnknownsuspicious Hough
small_alpha_flowUnknownsuspicious Hough
point_to_multipoint_low_activity_HTTPUnknownsuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_pointUnknownsuspicious Hough
multipoint_to_multipointUnknownsuspicious Hough
alpha_flowUnknownsuspicious Hough
point_to_multipoint_HTTPUnknownsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, Gamma
point_to_multipoint_low_activityUnknownsuspicious Hough
alpha_flowUnknownsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPUnknownsuspicious Hough
point_to_multipoint_HTTPUnknownsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPUnknownsuspicious PCA
multipoint_to_pointUnknownsuspicious Hough, PCA
alpha_flow_HTTPUnknownsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPUnknownsuspicious PCA
point_to_multipoint_low_activity_HTTPUnknownsuspicious PCA
multipoint_to_multipointFIN attacksuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPUnknownsuspicious PCA
multipoint_to_multipointUnknownsuspicious PCA
point_to_pointUnknownsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityUnknownsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowUnknownsuspicious PCA
alpha_flow_HTTPUnknownsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20131017_notice.xml
"Notice" labels (csv file): 20131017_notice.csv