MAWILab

Data set: 2020/02/18






Traffic Trace: 2020/02/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202002181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202002181400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200218_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200218_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_SYN_139_445SYN attackanomalous Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
small_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_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
heavy_hitterHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma
alpha_flowSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma
point_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointSMB attacksuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointRST attacksuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious Hough, KL, PCA
point_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointSYN attacksuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
point_to_multipointOthersuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointOthersuspicious KL, PCA
point_to_multipointSYN attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointSSH trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
emptyUnknownsuspicious Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200218_notice.xml
"Notice" labels (csv file): 20200218_notice.csv