MAWILab

Data set: 2019/02/10






Traffic Trace: 2019/02/10

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201902101400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201902101400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190210_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190210_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 299
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNHTTPS attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
port_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Gamma, KL
small_network_scan_SYNSYN attacksuspicious Gamma, KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
port_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
distributed_denial_of_service_UDPOthersuspicious Hough, KL, PCA
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_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_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
port_scan_SYNSYN attacksuspicious PCA
point_to_point_port_scan_UDPOthersuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_SYNSYN attackanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous KL, PCA
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Gamma, KL
distributed_network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous PCA
point_to_point_denial_of_service_SYNSYN attackanomalous PCA
alpha_flowOthersuspicious Hough
micro_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
micro_alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough
point_to_multipointOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
point_to_multipoint_low_activitySYN attacksuspicious Gamma
alpha_flowSSH trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activitySYN attacksuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
point_to_multipoint_low_activitySYN attacksuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
multipoint_to_point_low_activityNetbios attacksuspicious Gamma
icmp_errorPing floodsuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious Gamma, KL, PCA
point_to_multipointOthersuspicious Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious KL
point_to_pointOthersuspicious KL
point_to_pointSYN attacksuspicious KL
point_to_pointSYN attacksuspicious KL
point_to_pointSYN attacksuspicious KL
point_to_pointSYN attacksuspicious KL
point_to_pointSYN attacksuspicious KL
point_to_pointSYN attacksuspicious KL
point_to_pointSYN attacksuspicious KL
point_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointFIN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSSH trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL, PCA
point_to_pointRST attacksuspicious KL
point_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_pointOthersuspicious Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointSSH trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Gamma, PCA
alpha_flowOthersuspicious Gamma, PCA
alpha_flowOthersuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flowOthersuspicious KL, PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, KL, PCA
ttl_errorPing floodsuspicious PCA
alpha_flowSSH trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
small_alpha_flowOthersuspicious PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointPing floodsuspicious PCA
icmp_errorPing floodsuspicious PCA
heavy_hitterHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
alpha_flowSSH trafficanomalous Hough
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowOtheranomalous Gamma
small_alpha_flowOtheranomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSSH trafficanomalous Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
micro_alpha_flowSYN attackanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
small_alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowOtheranomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190210_notice.xml
"Notice" labels (csv file): 20190210_notice.csv