MAWILab

Data set: 2021/03/13






Traffic Trace: 2021/03/13

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202103131400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202103131400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20210313_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20210313_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, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, PCA
network_scan_UDP_otherOthersuspicious Hough, Gamma, KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Gamma, KL
network_scan_SYN_139_445SYN attacksuspicious Hough, Gamma, PCA
network_scan_UDP_otherOthersuspicious Hough, Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
point_to_point_port_scan_UDPOthersuspicious PCA
multipoint_to_point_low_activitySYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityRST attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityRST attackanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
icmp_errorPing floodsuspicious Gamma, PCA
ipv4_gre_tunnelOthersuspicious Hough, Gamma, PCA
host_outagePing floodsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointRST attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious Gamma, KL
multipoint_to_point_low_activitySYN attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPSYN attacksuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Hough, KL
alpha_flowOthersuspicious KL
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
icmp_errorPing floodsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
host_outagePing floodsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20210313_notice.xml
"Notice" labels (csv file): 20210313_notice.csv