MAWILab

Data set: 2016/02/14






Traffic Trace: 2016/02/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201602141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201602141400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160214_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160214_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 113
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
network_scan_ACKHTTPS trafficsuspicious Gamma
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_ICMP_responseOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_UDPOtheranomalous Hough, Gamma
point_to_point_port_scan_UDPOtheranomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flowSSH trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
icmp_errorPing floodsuspicious Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
icmp_errorPing floodsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, PCA
heavy_hitterHTTP trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious Gamma, KL, PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointPing floodanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flowOtheranomalous PCA
micro_alpha_flowOtheranomalous PCA
host_outagePing floodanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160214_notice.xml
"Notice" labels (csv file): 20160214_notice.csv