MAWILab

Data set: 2016/05/28






Traffic Trace: 2016/05/28

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201605281400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201605281400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160528_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160528_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 191
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_UDPHTTP trafficsuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, Gamma
small_network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_UDPHTTP trafficsuspicious Hough, Gamma
small_network_scan_SYN_tSYN attacksuspicious Hough, PCA
point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, KL
network_scan_UDPHTTP trafficsuspicious Hough, KL
network_scan_UDPHTTP trafficsuspicious Hough, 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_UDPOthersuspicious PCA
network_scan_UDPOthersuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_UDPOthersuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_UDPOtheranomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
distributed_denial_of_service_SYNSYN attackanomalous KL
network_scan_UDPHTTP trafficanomalous Hough, Gamma, KL
distributed_denial_of_service_ICMPPing floodanomalous Gamma, KL
network_scan_UDP_UDP_responseHTTP trafficanomalous Hough, KL
network_scan_UDP_UDP_responseHTTP trafficanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_tSYN attackanomalous Hough, KL
distributed_denial_of_service_ICMPPing floodanomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
distributed_denial_of_service_ICMPPing floodanomalous KL
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Gamma, PCA
network_scan_ACKOtheranomalous PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
distributed_denial_of_service_SYNSYN attackanomalous PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activityOthersuspicious Hough, Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointSSH trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activitySSH trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowFIN attacksuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
icmp_errorRST attacksuspicious KL
micro_alpha_flowOthersuspicious Gamma
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_multipointRST attacksuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowOthersuspicious PCA
icmp_errorPing floodsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
micro_alpha_flowHTTPS trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
micro_alpha_flowOtheranomalous Gamma
small_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_pointSYN attackanomalous KL, PCA
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
alpha_flowOtheranomalous Hough, KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous KL
alpha_flowOtheranomalous Hough, KL
icmp_errorPing floodanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
heavy_hitterOtheranomalous KL
multipoint_to_pointSYN attackanomalous KL, PCA
icmp_errorPing floodanomalous KL, PCA
multipoint_to_pointSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
heavy_hitterSYN attackanomalous KL
multipoint_to_pointOtheranomalous KL
multipoint_to_pointHTTPS trafficanomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
icmp_errorPing floodanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_pointHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma
alpha_flowOtheranomalous PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
icmp_errorPing floodanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous PCA
small_alpha_flowHTTP trafficanomalous PCA
small_alpha_flowHTTP trafficanomalous Hough, Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160528_notice.xml
"Notice" labels (csv file): 20160528_notice.csv