MAWILab

Data set: 2020/07/19






Traffic Trace: 2020/07/19

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202007191400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202007191400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200719_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200719_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 65
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_UDP_otherNetbios attacksuspicious Hough, PCA
network_scan_UDP_otherOthersuspicious Hough, PCA
network_scan_SYN_139_445SYN attacksuspicious Hough, KL, PCA
network_scan_UDP_otherOthersuspicious Hough, PCA
network_scan_SYN_139_445SYN attacksuspicious Hough, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
network_scan_UDP_otherOthersuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
network_scan_UDP_otherOthersuspicious Hough, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious Hough, KL, PCA
point_to_multipointOthersuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointSYN attacksuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200719_notice.xml
"Notice" labels (csv file): 20200719_notice.csv