MAWILab

Data set: 2021/08/17






Traffic Trace: 2021/08/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202108171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202108171400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20210817_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20210817_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 77
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough, KL
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL, PCA
network_scan_ICMP_ecrqPing floodsuspicious PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP attackanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attacksuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, KL, PCA
ipv4_gre_tunnelOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, PCA
multipoint_to_pointSYN attacksuspicious Hough, PCA
alpha_flowOthersuspicious Hough, KL
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
alpha_flowOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS attacksuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointSSH trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20210817_notice.xml
"Notice" labels (csv file): 20210817_notice.csv