MAWILab

Data set: 2019/04/18






Traffic Trace: 2019/04/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201904181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201904181400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190418_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190418_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 155
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
point_to_point_port_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_UDP_otherOthersuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherNetbios attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN 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_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN 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_SYN_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
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_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, Gamma
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Gamma, KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious 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, PCA
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
distributed_denial_of_service_ICMPPing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
heavy_hitterSYN attackanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Hough, Gamma, KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
heavy_hitterHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attacksuspicious Hough, KL, PCA
heavy_hitterHTTP trafficsuspicious Hough, KL, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious Hough, KL
alpha_flowOthersuspicious Hough, Gamma
heavy_hitterRST attacksuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activitySYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityHTTPS trafficsuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointSYN attacksuspicious KL, PCA
point_to_multipointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190418_notice.xml
"Notice" labels (csv file): 20190418_notice.csv