MAWILab

Data set: 2020/04/16






Traffic Trace: 2020/04/16

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004161400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004161400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200416_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200416_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 195
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, Gamma, PCA
distributed_denial_of_service_ICMPPing floodanomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
small_point_to_point_denial_of_service_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious 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_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
small_network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN 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_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_otherOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Gamma, KL
point_to_point_port_scan_UDPOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
multipoint_to_multipointSSH attackanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL
multipoint_to_pointSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous KL, PCA
multipoint_to_point_low_activityOtheranomalous KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, KL
multipoint_to_multipointSYN attackanomalous Gamma, KL
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
point_to_multipointOtheranomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous PCA
point_to_pointSYN attackanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous PCA
point_to_multipointOtheranomalous PCA
point_to_multipointOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_pointOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
alpha_flowOtheranomalous PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious Gamma, KL
alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL
icmp_errorPing floodsuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
point_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
host_outagePing floodsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_multipointSYN attacksuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyUnknownanomalous Hough, Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200416_notice.xml
"Notice" labels (csv file): 20200416_notice.csv