MAWILab

Data set: 2020/04/20






Traffic Trace: 2020/04/20

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004201400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004201400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200420_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200420_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 135
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Hough, Gamma
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
small_network_scan_SYNSYN attacksuspicious Gamma, PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious Gamma, PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
small_network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_SYN_139_445SYN attackanomalous Hough
small_network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
port_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Hough, KL, PCA
small_network_scan_SYNSYN attackanomalous Gamma, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_multipointSYN attacksuspicious Hough, Gamma
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointFIN attacksuspicious Hough
multipoint_to_point_HTTPRST attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough, KL
point_to_multipointHTTPS trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_pointSSH trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_pointOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma, KL
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_pointSYN attacksuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointSSH trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_pointPing floodsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipointSYN attackanomalous Hough
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200420_notice.xml
"Notice" labels (csv file): 20200420_notice.csv