MAWILab

Data set: 2015/11/14






Traffic Trace: 2015/11/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201511141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201511141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20151114_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20151114_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 330
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_ACKHTTP trafficsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
network_scan_UDPOthersuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma, KL
small_network_scan_SYN_tSYN attacksuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Gamma, KL
small_network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
port_scan_FINFIN attacksuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ACK_tHTTP trafficsuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_ICMP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, 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
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious 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_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
reflection_attack_DNSOthersuspicious KL
reflection_attack_DNSOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
port_scan_UDPOthersuspicious Gamma, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
small_network_scan_SYN_tSYN attacksuspicious PCA
distributed_denial_of_service_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
point_to_point_denial_of_service_SYNSYN attackanomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointSSH trafficsuspicious Hough, KL
alpha_flowOthersuspicious Hough, Gamma
alpha_flowOthersuspicious Hough, KL
multipoint_to_multipointSSH trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough, Gamma, PCA
host_outagePing floodsuspicious Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Hough, Gamma, PCA
alpha_flowSSH trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_pointRST attacksuspicious Gamma
small_alpha_flowOthersuspicious Gamma
icmp_errorPing floodsuspicious Gamma, KL
icmp_errorPing floodsuspicious Hough, KL
alpha_flowSSH trafficsuspicious Hough, KL
icmp_errorPing floodsuspicious Hough, KL
icmp_errorPing floodsuspicious Hough, KL
icmp_errorPing floodsuspicious KL
point_to_multipointSYN attacksuspicious KL
icmp_errorPing floodsuspicious KL
point_to_multipointPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Hough, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointRST attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
heavy_hitterHTTPS attacksuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowOthersuspicious KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
icmp_errorPing floodsuspicious KL
small_alpha_flowOthersuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flowHTTPS trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_pointSYN attacksuspicious Hough, KL
point_to_multipoint_low_activitySSH trafficsuspicious PCA
icmp_errorPing floodsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
heavy_hitterHTTP attacksuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activitySSH trafficsuspicious PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_point_low_activitySSH trafficsuspicious PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flowOthersuspicious PCA
icmp_errorPing floodsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
ttl_errorUnknownanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
micro_alpha_flowOtheranomalous Gamma
multipoint_to_pointOtheranomalous Gamma, KL
point_to_multipointPing floodanomalous Gamma, KL
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSSH trafficanomalous KL, PCA
point_to_multipointRST attackanomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous KL, PCA
multipoint_to_pointOtheranomalous Gamma, KL
icmp_errorPing floodanomalous Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous KL, PCA
alpha_flowOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_pointSYN attackanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20151114_notice.xml
"Notice" labels (csv file): 20151114_notice.csv