MAWILab

Data set: 2019/04/07






Traffic Trace: 2019/04/07

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201904071400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201904071400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190407_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190407_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 141
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_139_445SYN 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_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
small_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 KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_SYNSYN attacksuspicious KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activitySYN attacksuspicious Hough
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
alpha_flowSSH trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
point_to_multipoint_low_activity_HTTPOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
alpha_flowOthersuspicious Hough, KL
multipoint_to_multipointSYN attacksuspicious KL, PCA
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSSH trafficsuspicious KL
multipoint_to_multipointSSH trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_HTTPPing floodsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
small_alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
alpha_flowOthersuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointSSH attacksuspicious KL, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
alpha_flowOthersuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_multipointSSH trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
heavy_hitterHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointSSH trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
alpha_flowOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityFIN attackanomalous Gamma
icmp_errorPing floodanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_point_low_activityRST attackanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190407_notice.xml
"Notice" labels (csv file): 20190407_notice.csv