MAWILab

Data set: 2020/08/19






Traffic Trace: 2020/08/19

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202008191400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202008191400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200819_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200819_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 74
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Gamma, KL
port_scan_SYNSYN attacksuspicious PCA
network_scan_TCP_ICMP_te_responsePing floodsuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_pointRST attacksuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowSSH trafficsuspicious Gamma
alpha_flowOthersuspicious Hough, Gamma, KL
multipoint_to_multipointSSH trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activitySYN attacksuspicious Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
alpha_flowHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointSYN attacksuspicious Hough, Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointRST attacksuspicious PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
emptyUnknownanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200819_notice.xml
"Notice" labels (csv file): 20200819_notice.csv