MAWILab

Data set: 2020/07/12






Traffic Trace: 2020/07/12

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202007121400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202007121400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200712_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200712_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 48
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOthersuspicious Hough, PCA
network_scan_UDP_otherOthersuspicious Hough, KL, PCA
network_scan_UDP_otherOthersuspicious Hough, KL, PCA
distributed_network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Gamma, KL, PCA
network_scan_UDP_otherOthersuspicious Hough, Gamma, PCA
port_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointSYN attacksuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointSYN attacksuspicious Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
micro_alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointSSH trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200712_notice.xml
"Notice" labels (csv file): 20200712_notice.csv