MAWILab

Data set: 2020/04/30






Traffic Trace: 2020/04/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004301400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200430_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200430_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 151
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherNetbios attackanomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
small_network_scan_SYNSYN attackanomalous PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN 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_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN 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_SYN_139_445SYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough
reflection_attack_ICMPPing floodsuspicious 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 Gamma, KL
network_scan_UDP_otherOthersuspicious Hough, Gamma, KL
point_to_point_port_scan_UDPOthersuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Gamma, KL
network_scan_SYNSYN attacksuspicious Gamma, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious 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 KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
small_alpha_flowOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous PCA
multipoint_to_multipointSSH trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
point_to_multipointSSH trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_HTTPSYN attackanomalous PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous PCA
point_to_multipointOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous PCA
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowSSH trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough
alpha_flow_HTTPUnknownsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_multipointSYN attacksuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL
multipoint_to_pointSSH trafficsuspicious Hough, Gamma
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSMB attacksuspicious KL
multipoint_to_multipointOthersuspicious KL, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious KL, PCA
point_to_multipointSYN attacksuspicious KL, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200430_notice.xml
"Notice" labels (csv file): 20200430_notice.csv