MAWILab

Data set: 2021/07/11






Traffic Trace: 2021/07/11

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202107111400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202107111400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20210711_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20210711_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 42
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_UDP_otherOthersuspicious Hough, Gamma, KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
small_network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
point_to_multipoint_low_activityRST attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_pointSYN attacksuspicious Hough, PCA
ipv4_gre_tunnelOthersuspicious Hough, Gamma, PCA
multipoint_to_point_low_activityOthersuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activityRST attacksuspicious Gamma, PCA
alpha_flowOthersuspicious Hough, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Hough, Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20210711_notice.xml
"Notice" labels (csv file): 20210711_notice.csv