MAWILab

Data set: 2024/05/11






Traffic Trace: 2024/05/11

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2024/202405111400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2024/202405111400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20240511_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20240511_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 91
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
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_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
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
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough, Gamma
small_point_to_point_denial_of_service_SYNUnknownsuspicious Gamma
small_point_to_point_denial_of_service_SYNUnknownsuspicious Gamma
network_scan_UDP_otherOthersuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, PCA
point_to_point_port_scan_UDPHTTPS trafficsuspicious Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherFTP trafficanomalous KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Gamma
multipoint_to_pointOthersuspicious Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipoint_HTTPSYN attacksuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flowOthersuspicious Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, KL
alpha_flowHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious Hough, KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
icmp_errorPing floodsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP attacksuspicious Hough, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
point_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipointOtheranomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20240511_notice.xml
"Notice" labels (csv file): 20240511_notice.csv