MAWILab

Data set: 2021/07/02






Traffic Trace: 2021/07/02

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202107021400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202107021400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20210702_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20210702_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 129
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_UDP_otherOthersuspicious 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_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious 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_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_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
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, PCA
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, Gamma, KL
network_scan_UDP_otherOthersuspicious Gamma, KL
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous KL
network_scan_UDP_otherOtheranomalous Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous KL, PCA
multipoint_to_point_low_activityOthersuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Hough
alpha_flowOthersuspicious Hough, KL
point_to_multipointOthersuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_HTTPSYN attacksuspicious Hough, Gamma, KL, PCA
point_to_multipointFIN attacksuspicious Gamma, KL
multipoint_to_pointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointSSH trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointSMB attacksuspicious PCA
multipoint_to_pointOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
heavy_hitterRST attackanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
point_to_multipointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20210702_notice.xml
"Notice" labels (csv file): 20210702_notice.csv