MAWILab

Data set: 2019/02/18






Traffic Trace: 2019/02/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201902181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201902181400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190218_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190218_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 191
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNOthersuspicious Hough
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_UDP_otherOthersuspicious Hough, KL, PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_otherOthersuspicious PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_DNSOtheranomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYNSYN attackanomalous 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_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, Gamma
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough
small_network_scan_SYNSYN attackanomalous Hough
small_network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
port_scan_SYNSYN attackanomalous KL, PCA
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
point_to_point_port_scan_UDPOtheranomalous Gamma, PCA
network_scan_UDP_otherOtheranomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
micro_alpha_flowUnknownsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough, KL
heavy_hitterOthersuspicious Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
heavy_hitterOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
alpha_flowOthersuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
small_alpha_flowOthersuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
ttl_errorPing floodsuspicious PCA
point_to_multipointPing floodsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_point_HTTPOthersuspicious PCA
small_alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointSYN attacksuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
small_alpha_flowOtheranomalous Hough
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
point_to_multipointSYN attackanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSSH trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190218_notice.xml
"Notice" labels (csv file): 20190218_notice.csv