MAWILab

Data set: 2020/04/17






Traffic Trace: 2020/04/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004171400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200417_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200417_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 217
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough, PCA
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
network_scan_UDP_otherOtheranomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_UDP_otherOtheranomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
port_scan_RSTRST attackanomalous Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_SYNSYN attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
port_scan_SYNSYN attacksuspicious Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious KL
distributed_denial_of_service_UDPOthersuspicious Gamma, KL
network_scan_SYNSYN attacksuspicious KL
network_scan_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_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
small_point_to_point_denial_of_service_SYNSYN attacksuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
small_point_to_point_denial_of_service_SYNSYN attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
small_network_scan_SYNSYN attacksuspicious Gamma, PCA
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious Gamma, PCA
network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attacksuspicious KL
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_point_low_activityOtheranomalous Hough
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
point_to_multipointOtheranomalous PCA
point_to_multipoint_low_activityOtheranomalous PCA
point_to_multipointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
alpha_flowOtheranomalous PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
small_alpha_flowHTTPS trafficanomalous PCA
alpha_flowOtheranomalous KL, PCA
multipoint_to_point_low_activityOtheranomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
micro_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
icmp_errorPing floodsuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_pointSSH trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough, Gamma
point_to_multipointHTTPS trafficsuspicious Hough, Gamma
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_pointSYN attacksuspicious Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
point_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSSH trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSSH trafficsuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_pointPing floodsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_pointSSH trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious KL
small_alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL, PCA
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointSSH trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
icmp_errorPing floodsuspicious PCA
multipoint_to_pointPing floodsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_pointPing floodsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200417_notice.xml
"Notice" labels (csv file): 20200417_notice.csv