MAWILab

Data set: 2021/07/13






Traffic Trace: 2021/07/13

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202107131400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202107131400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20210713_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20210713_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 228
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough, Gamma
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
small_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, KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_point_to_point_denial_of_service_SYNUnknownsuspicious Gamma
network_scan_TCP_TCP_ICMP_responseOthersuspicious Gamma
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_TCP_TCP_ICMP_responseRST attacksuspicious KL
network_scan_TCP_TCP_ICMP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
distributed_denial_of_service_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNFIN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
small_network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
small_network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_SYNSYN attackanomalous Hough, Gamma
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, KL
point_to_point_denial_of_service_SYNSYN attackanomalous Hough, KL
port_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipointSYN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activityOthersuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
point_to_pointSYN attacksuspicious Gamma
point_to_pointSYN attacksuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_pointPing floodsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma, KL, PCA
multipoint_to_point_low_activityOthersuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Hough, KL
multipoint_to_point_low_activityHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activityHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
small_alpha_flowOthersuspicious Gamma, KL
micro_alpha_flowOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
micro_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
heavy_hitterRST attacksuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
alpha_flowOthersuspicious KL
point_to_multipointOthersuspicious Gamma, PCA
alpha_flowOthersuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious KL, PCA
multipoint_to_multipointSSH trafficsuspicious Gamma, KL, PCA
micro_alpha_flowOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowSMB attacksuspicious PCA
point_to_pointSYN attacksuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
multipoint_to_pointSMB attacksuspicious PCA
multipoint_to_pointSMB attacksuspicious PCA
multipoint_to_pointSYN attacksuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma
multipoint_to_point_low_activityOtheranomalous Hough
multipoint_to_point_low_activitySSH trafficanomalous Hough
point_to_multipointOtheranomalous Hough
multipoint_to_pointSYN attackanomalous Hough
multipoint_to_pointSYN attackanomalous Hough
multipoint_to_pointSYN attackanomalous Hough, Gamma, PCA
point_to_multipointRST attackanomalous Hough
multipoint_to_pointSYN attackanomalous Hough
multipoint_to_multipointOtheranomalous Hough, Gamma
point_to_multipointSSH attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
alpha_flowSMB attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityRST attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
heavy_hitterHTTP trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_point_low_activityOtheranomalous KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
point_to_multipointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20210713_notice.xml
"Notice" labels (csv file): 20210713_notice.csv