MAWILab

Data set: 2020/10/08






Traffic Trace: 2020/10/08

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202010081400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202010081400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20201008_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20201008_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 142
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough, KL
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_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_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough, Gamma
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_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_SYN_139_445SYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma, 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
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough, Gamma, PCA
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Gamma, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_SYNSYN attackanomalous KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
port_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
point_to_multipointSSH trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, PCA
point_to_multipointSYN attacksuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious Hough, KL
point_to_multipointOthersuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Hough, Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointFIN attacksuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityFIN attacksuspicious PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20201008_notice.xml
"Notice" labels (csv file): 20201008_notice.csv