MAWILab

Data set: 2016/02/08






Traffic Trace: 2016/02/08

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201602081400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201602081400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160208_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160208_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 186
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, PCA
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
network_scan_UDPOthersuspicious Gamma
distributed_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, PCA
distributed_denial_of_service_ICMPPing floodsuspicious Gamma, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, Gamma, KL
small_network_scan_SYN_tSYN attackanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_tSYN attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDPOtheranomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipointSSH trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
ipv4_gre_tunnelOthersuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
alpha_flowSSH trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
heavy_hitterSSH trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activitySMB attacksuspicious Gamma
icmp_errorPing floodsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
icmp_errorPing floodsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
heavy_hitterRST attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointSYN attacksuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
heavy_hitterHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flowSSH trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, KL, PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activitySSH trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
small_alpha_flowHTTP trafficanomalous Hough, Gamma, PCA
icmp_errorPing floodanomalous Gamma
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, KL
multipoint_to_multipointSYN attackanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
icmp_errorPing floodanomalous KL
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
icmp_errorPing floodanomalous 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
point_to_pointOtheranomalous KL
multipoint_to_point_HTTPOtheranomalous KL
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
multipoint_to_pointOtheranomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
micro_alpha_flowHTTP trafficanomalous Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Hough, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160208_notice.xml
"Notice" labels (csv file): 20160208_notice.csv