MAWILab

Data set: 2014/12/06






Traffic Trace: 2014/12/06

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201412061400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201412061400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20141206_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20141206_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 116
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
point_to_point_denial_of_service_SYNSYN attacksuspicious Hough, KL
network_scan_ACKOthersuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_UDPOthersuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, KL
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL, PCA
point_to_point_denial_of_service_SYNSYN attacksuspicious KL, PCA
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious Hough, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, KL
heavy_hitterHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious Hough, KL
point_to_multipoint_low_activityOthersuspicious Hough, Gamma
ipv4_gre_tunnelOthersuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointSSH trafficsuspicious Hough, Gamma, PCA
ttl_errorPing floodsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Gamma, KL
point_to_pointHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPRST attacksuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Hough, KL
alpha_flowOthersuspicious Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOthersuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPOthersuspicious Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_pointHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowSSH trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointRST attackanomalous Hough, Gamma, PCA
small_alpha_flowSSH trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_pointHTTP attackanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20141206_notice.xml
"Notice" labels (csv file): 20141206_notice.csv