MAWILab

Data set: 2021/06/28






Traffic Trace: 2021/06/28

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202106281400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202106281400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20210628_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20210628_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 66
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOthersuspicious Hough, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_SYNSYN attacksuspicious Hough, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
alpha_flowOtheranomalous Hough, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
multipoint_to_point_low_activitySYN attacksuspicious Gamma
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious Hough, KL, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20210628_notice.xml
"Notice" labels (csv file): 20210628_notice.csv