MAWILab

Data set: 2020/12/30






Traffic Trace: 2020/12/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202012301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202012301400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20201230_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20201230_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 243
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL
network_scan_SYNSYN attackanomalous Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_SYN_139_445SYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Gamma, PCA
point_to_point_denial_of_service_SYNSYN attackanomalous Gamma, KL, PCA
port_scan_SYNSYN attackanomalous Gamma, KL
port_scan_SYNSYN attackanomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
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_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_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN 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_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_UDP_otherOthersuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
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_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
point_to_point_port_scan_UDPOthersuspicious Hough, Gamma
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_UDP_otherOthersuspicious Hough, Gamma
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
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_ICMP_responsePing floodsuspicious KL
port_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
port_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Gamma, PCA
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma, PCA
small_network_scan_SYNSYN attacksuspicious PCA
point_to_point_port_scan_UDPOthersuspicious PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
heavy_hitterSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityNetbios attackanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointPing floodanomalous Gamma, KL
point_to_multipointSYN attackanomalous Gamma, KL, PCA
point_to_multipoint_low_activityRST attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous KL
alpha_flowOtheranomalous Hough, KL
multipoint_to_pointSYN attackanomalous KL, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
alpha_flowOtheranomalous KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSSH trafficanomalous KL, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
icmp_errorPing floodanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointSYN attackanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
small_alpha_flowHTTPS trafficanomalous PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
point_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointSYN attacksuspicious Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Hough, Gamma, PCA
multipoint_to_pointOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
icmp_errorPing floodsuspicious Gamma, PCA
multipoint_to_pointSYN attacksuspicious Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_multipointSSH attacksuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
multipoint_to_point_low_activitySYN attacksuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL
point_to_pointRST attacksuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointRST attacksuspicious Gamma, KL, PCA
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious Gamma, KL
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipointSSH trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipointSYN attacksuspicious Gamma, PCA
multipoint_to_pointSMB attacksuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
heavy_hitterSYN attacksuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointSMB attacksuspicious PCA
multipoint_to_point_low_activitySSH trafficsuspicious PCA
multipoint_to_pointSSH trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
emptyUnknownanomalous Hough, Gamma, KL, PCA
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma, KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20201230_notice.xml
"Notice" labels (csv file): 20201230_notice.csv