MAWILab

Data set: 2014/04/22






Traffic Trace: 2014/04/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201404221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201404221400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140422_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140422_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_tSYN attacksuspicious Hough, KL
network_scan_UDPUnknownsuspicious Hough, KL
network_scan_UDPUnknownsuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, KL
network_scan_ACKHTTP trafficsuspicious Gamma
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_UDPOthersuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_TCP_TCP_ICMP_responseUnknownsuspicious KL
network_scan_UDPOthersuspicious PCA
point_to_point_port_scan_UDPUnknownsuspicious PCA
network_scan_SYN_tUnknownanomalous Hough, Gamma, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tUnknownanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_ICMP_du_responseUnknownanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_ACKUnknownanomalous Hough, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTPS trafficsuspicious Hough, Gamma, PCA
icmp_errorPing floodsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPUnknownsuspicious Hough, PCA
point_to_multipointUnknownsuspicious Hough, PCA
multipoint_to_point_HTTPUnknownsuspicious Hough, Gamma, KL
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPRST attacksuspicious Gamma
alpha_flowOthersuspicious Gamma
icmp_errorPing floodsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityUnknownsuspicious Gamma
micro_alpha_flowUnknownsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
small_alpha_flowUnknownsuspicious KL
multipoint_to_pointUnknownsuspicious KL
alpha_flowUnknownsuspicious KL
point_to_multipointOthersuspicious Hough, PCA
alpha_flow_HTTPUnknownsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityUnknownsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPUnknownsuspicious PCA
alpha_flow_HTTPUnknownsuspicious PCA
alpha_flow_HTTPUnknownsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityUnknownsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPUnknownanomalous Hough, PCA
multipoint_to_point_HTTPUnknownanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPUnknownanomalous Gamma, PCA
multipoint_to_point_HTTPHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, KL
point_to_multipoint_HTTPRST attackanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPUnknownanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPUnknownanomalous PCA
alpha_flowUnknownanomalous Hough, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140422_notice.xml
"Notice" labels (csv file): 20140422_notice.csv