MAWILab

Data set: 2021/12/26






Traffic Trace: 2021/12/26

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202112261400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202112261400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20211226_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20211226_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 124
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious 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, KL, PCA
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN 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
network_scan_SYN_139_445SYN 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, KL
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
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_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough, Gamma, KL
network_scan_TCP_TCP_ICMP_responseOthersuspicious Gamma, PCA
network_scan_UDP_otherOthersuspicious Hough, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious PCA
port_scan_SYNSYN attackanomalous Hough, KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma
point_to_multipointSYN attacksuspicious Hough
point_to_multipointRST attacksuspicious Hough
multipoint_to_pointRST attacksuspicious Hough
multipoint_to_pointRST attacksuspicious Hough
multipoint_to_multipointRST attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_pointRST attacksuspicious Hough
multipoint_to_pointRST attacksuspicious Hough
multipoint_to_pointRST attacksuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_pointRST attacksuspicious Hough, PCA
multipoint_to_pointRST attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough, Gamma, KL, PCA
point_to_multipointFIN attacksuspicious Hough, Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipointRST attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flowSSH trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20211226_notice.xml
"Notice" labels (csv file): 20211226_notice.csv