MAWILab

Data set: 2021/09/06






Traffic Trace: 2021/09/06

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202109061400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202109061400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20210906_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20210906_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 269
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Gamma, KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNOthersuspicious 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_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN 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_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_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, Gamma
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough, Gamma, KL, PCA
small_network_scan_SYNSYN attacksuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, PCA
point_to_multipointFIN attackanomalous Hough, PCA
point_to_multipointFIN attackanomalous Hough, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSMB attackanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous KL
point_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointPing floodanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flowOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
point_to_multipointSMB attacksuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
point_to_multipointRST attacksuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowUnknownsuspicious Hough
multipoint_to_pointSYN attacksuspicious Gamma
point_to_pointRST attacksuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
micro_alpha_flowOthersuspicious Gamma
point_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointPing floodsuspicious Gamma, KL
small_alpha_flowOthersuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma
point_to_multipoint_low_activitySMB attacksuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPSYN attacksuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_pointOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityRST attacksuspicious KL
point_to_pointRST attacksuspicious KL
multipoint_to_multipointSSH trafficsuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL
alpha_flowSMB attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowHTTPS trafficsuspicious KL
icmp_errorPing floodsuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL
icmp_errorPing floodsuspicious Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
point_to_pointRST attacksuspicious KL
alpha_flowHTTPS trafficsuspicious Gamma, KL
alpha_flowOthersuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointPing floodsuspicious Gamma, KL
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious PCA
micro_alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
emptyUnknownanomalous Hough, Gamma, KL, PCA
emptyUnknownanomalous Gamma
emptyOthersuspicious Hough
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20210906_notice.xml
"Notice" labels (csv file): 20210906_notice.csv