MAWILab

Data set: 2020/12/23






Traffic Trace: 2020/12/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202012231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202012231400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20201223_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20201223_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 192
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
port_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, Gamma, PCA
port_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_SYNSYN attackanomalous KL
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_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious 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_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, Gamma
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_UDP_otherOthersuspicious Hough
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_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_UDP_otherOthersuspicious 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 Gamma, KL
network_scan_UDP_otherOthersuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_TCP_ICMP_te_responsePing floodsuspicious Gamma
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Gamma
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
network_scan_SYNSYN attacksuspicious Gamma, KL
network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, KL
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
heavy_hitterRST attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL
multipoint_to_pointFIN attacksuspicious Hough
multipoint_to_pointFIN attacksuspicious Hough
point_to_multipointSSH trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Hough, Gamma
multipoint_to_pointSYN attacksuspicious Gamma
point_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
multipoint_to_pointSMB attacksuspicious Gamma
multipoint_to_multipointRST attacksuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_pointRST attacksuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_HTTPSYN attacksuspicious Gamma
multipoint_to_pointSMB attacksuspicious Gamma
multipoint_to_pointSMB attacksuspicious Gamma
point_to_pointRST attacksuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_multipointSYN attacksuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
multipoint_to_point_low_activityRST attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
heavy_hitterSYN attacksuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Hough, PCA
emptyUnknownanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20201223_notice.xml
"Notice" labels (csv file): 20201223_notice.csv