MAWILab

Data set: 2020/08/08






Traffic Trace: 2020/08/08

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202008081400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202008081400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200808_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200808_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 138
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
network_scan_UDP_otherOthersuspicious Hough, Gamma, KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_SYNSYN attacksuspicious Gamma, KL
network_scan_UDP_otherOthersuspicious Gamma, KL
network_scan_SYNSYN attacksuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
port_scan_SYNSYN attacksuspicious Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
port_scan_SYNSYN attacksuspicious KL, PCA
network_scan_UDP_otherOthersuspicious Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointRST attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, KL, PCA
alpha_flowOtheranomalous KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, PCA
ipv4_gre_tunnelOthersuspicious Hough, Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
alpha_flow_HTTPOthersuspicious Hough, KL, PCA
multipoint_to_multipointSSH attacksuspicious Gamma, KL, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious KL, PCA
multipoint_to_point_low_activitySSH trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointRST attacksuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200808_notice.xml
"Notice" labels (csv file): 20200808_notice.csv