MAWILab

Data set: 2018/12/29






Traffic Trace: 2018/12/29

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201812291400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201812291400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20181229_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20181229_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 182
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
port_scan_SYNSYN attackanomalous Gamma
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
point_to_point_denial_of_service_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious 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_UDP_otherOthersuspicious Hough, KL
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
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_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_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL, PCA
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
small_network_scan_SYNSYN attacksuspicious Hough
small_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_TCP_RST_ACK_responseRST attacksuspicious Hough
point_to_point_denial_of_service_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
point_to_point_denial_of_service_SYNSYN attacksuspicious Hough
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, PCA
point_to_point_port_scan_UDPOthersuspicious 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_TCP_ICMP_responseRST 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_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_139_445SYN attacksuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attacksuspicious KL, PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attacksuspicious KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointSYN attackanomalous Gamma, KL
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointSSH trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
alpha_flowSSH trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
micro_alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough, KL, PCA
multipoint_to_pointRST attacksuspicious KL
micro_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
point_to_pointOthersuspicious KL
alpha_flowOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointSSH trafficsuspicious Hough, KL, PCA
point_to_pointOthersuspicious Hough, PCA
alpha_flowOthersuspicious KL, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20181229_notice.xml
"Notice" labels (csv file): 20181229_notice.csv