MAWILab

Data set: 2021/06/07






Traffic Trace: 2021/06/07

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202106071400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202106071400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20210607_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20210607_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 276
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough
point_to_point_port_scan_UDPOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYN_139_445SYN attacksuspicious Hough, Gamma
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
port_scan_SYNSYN attacksuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
port_scan_SYNSYN attacksuspicious Gamma
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Gamma
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious Gamma
network_scan_SYNSYN attacksuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
distributed_denial_of_service_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious 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_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
small_network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, KL
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowSSH trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Hough, KL
point_to_multipointFIN attacksuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipoint_low_activityUnknownsuspicious Hough
point_to_multipointSYN attacksuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
point_to_multipoint_low_activityRST attacksuspicious Hough, Gamma
point_to_multipointRST attacksuspicious Hough, Gamma, PCA
heavy_hitterRST attacksuspicious Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
heavy_hitterRST attacksuspicious Gamma
heavy_hitterRST attacksuspicious Gamma
alpha_flowSSH trafficsuspicious Gamma
heavy_hitterRST attacksuspicious Gamma
micro_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
heavy_hitterRST attacksuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
icmp_errorPing floodsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
point_to_pointRST attacksuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious Gamma, KL, PCA
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointRST attacksuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious PCA
icmp_errorPing floodsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipointOthersuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
heavy_hitterRST attacksuspicious Hough, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
heavy_hitterRST attacksuspicious PCA
heavy_hitterRST attacksuspicious PCA
heavy_hitterRST attacksuspicious PCA
heavy_hitterRST attacksuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
heavy_hitterHTTP trafficanomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
heavy_hitterRST attackanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointRST attackanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
heavy_hitterSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, KL, PCA
heavy_hitterRST attackanomalous KL
heavy_hitterRST attackanomalous KL
multipoint_to_pointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
heavy_hitterHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipointFTP attackanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous PCA
point_to_multipoint_low_activityOtheranomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
small_alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointSYN attackanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20210607_notice.xml
"Notice" labels (csv file): 20210607_notice.csv