MAWILab

Data set: 2020/07/20






Traffic Trace: 2020/07/20

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202007201400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202007201400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200720_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200720_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 178
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOthersuspicious Hough, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
small_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
small_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
network_scan_SYNSYN attacksuspicious Hough
small_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_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_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_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
small_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, Gamma, PCA
network_scan_UDP_otherOthersuspicious Hough, Gamma, KL
small_network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Gamma, PCA
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
network_scan_UDP_otherOthersuspicious Hough, KL
point_to_point_port_scan_UDPOthersuspicious Gamma, PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_139_445SYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
small_network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
small_network_scan_SYNSYN attackanomalous Gamma, PCA
network_scan_SYN_139_445SYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_point_low_activityOthersuspicious Hough
point_to_multipoint_low_activitySYN attacksuspicious Hough
point_to_multipoint_low_activitySYN attacksuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough, PCA
point_to_multipointFIN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointOthersuspicious Hough
multipoint_to_multipointOthersuspicious Gamma, PCA
point_to_multipointFIN attacksuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
small_alpha_flowHTTPS trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Gamma
icmp_errorPing floodsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_multipoint_low_activitySMB attacksuspicious Gamma
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
point_to_pointSYN attacksuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_pointRST attacksuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
alpha_flowOthersuspicious Hough, KL
multipoint_to_pointSYN attacksuspicious Gamma, KL
point_to_multipoint_low_activityFIN attacksuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
point_to_pointSYN attacksuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, KL
alpha_flowOtheranomalous KL
small_alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTPS trafficanomalous PCA
point_to_multipoint_low_activityOtheranomalous PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Hough, Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200720_notice.xml
"Notice" labels (csv file): 20200720_notice.csv