MAWILab

Data set: 2020/09/25






Traffic Trace: 2020/09/25

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202009251400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202009251400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200925_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200925_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 263
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough, 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_SYNSYN attacksuspicious Hough
network_scan_SYNOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN 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_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 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, Gamma
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious 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_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious 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
small_network_scan_SYNSYN 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
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, Gamma
network_scan_SYNSYN attacksuspicious Hough, KL
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
small_network_scan_SYNSYN attacksuspicious Gamma
port_scan_SYNSYN attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
small_network_scan_SYNSYN attacksuspicious Gamma, PCA
distributed_denial_of_service_UDPOthersuspicious KL
port_scan_SYNSYN attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma, KL
point_to_point_denial_of_service_SYNSYN attacksuspicious 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_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
small_point_to_point_denial_of_service_SYNSYN attacksuspicious 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
port_scan_SYNSYN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
port_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious Gamma, PCA
reflection_attack_ICMPPing floodsuspicious PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_point_low_activitySSH trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough, KL
point_to_multipointOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma, PCA
icmp_errorPing floodsuspicious Gamma, KL, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_pointSYN attacksuspicious Hough, Gamma
point_to_multipointOthersuspicious Gamma, KL
point_to_multipointSYN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL
multipoint_to_pointOthersuspicious Hough, Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_multipointOthersuspicious Hough, KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious Hough, KL
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipointSYN attacksuspicious PCA
alpha_flowOthersuspicious Hough, PCA
icmp_errorPing floodsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointRST attacksuspicious Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointSYN attackanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointSYN attackanomalous Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous KL
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
heavy_hitterHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous PCA
point_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
micro_alpha_flowHTTPS trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flowOtheranomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200925_notice.xml
"Notice" labels (csv file): 20200925_notice.csv