MAWILab

Data set: 2019/06/02






Traffic Trace: 2019/06/02

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201906021400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201906021400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190602_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190602_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 177
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL
small_network_scan_SYNSYN attackanomalous Gamma, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_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
small_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
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_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
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_point_to_point_denial_of_service_SYNUnknownsuspicious Hough
small_point_to_point_denial_of_service_SYNUnknownsuspicious Hough
small_point_to_point_denial_of_service_SYNUnknownsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
port_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious Hough, KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_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_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious 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_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
alpha_flowOtheranomalous Hough, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
alpha_flowOtheranomalous Hough, KL, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointSYN attackanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipointSYN attackanomalous KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough, KL
heavy_hitterOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSSH trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPSYN attacksuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
alpha_flowOthersuspicious KL, PCA
point_to_multipoint_low_activitySYN attacksuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointSSH attacksuspicious Hough, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityPing floodsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityRST attacksuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
heavy_hitterSYN attacksuspicious PCA
alpha_flowOthersuspicious PCA
micro_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190602_notice.xml
"Notice" labels (csv file): 20190602_notice.csv