MAWILab

Data set: 2016/03/09






Traffic Trace: 2016/03/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201603091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201603091400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160309_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160309_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 129
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious Hough, PCA
network_scan_ACKOthersuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_UDPOthersuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_ACKHTTP trafficsuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPOthersuspicious Hough, KL
host_outageUnknownsuspicious Gamma
micro_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activitySSH trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointPing floodsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
host_outageUnknownsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
heavy_hitterRST attacksuspicious KL
multipoint_to_pointSYN attacksuspicious Gamma, KL
small_alpha_flowHTTP trafficsuspicious KL
icmp_errorPing floodsuspicious KL
small_alpha_flowHTTP trafficsuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
alpha_flowOthersuspicious Hough, PCA
multipoint_to_multipointSSH trafficsuspicious Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_pointHTTP attacksuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious PCA
alpha_flowOthersuspicious PCA
small_alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPRST attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_pointHTTP trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160309_notice.xml
"Notice" labels (csv file): 20160309_notice.csv