MAWILab

Data set: 2018/12/04






Traffic Trace: 2018/12/04

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201812041400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201812041400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20181204_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20181204_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 158
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_UDP_otherOthersuspicious Hough, KL
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_UDP_otherOthersuspicious 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_UDP_otherOthersuspicious 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_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_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_ICMP_ecrqPing floodsuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
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_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_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, KL
network_scan_UDP_DNSOtheranomalous Hough, Gamma, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointSSH attacksuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointOthersuspicious Hough, Gamma
micro_alpha_flowUnknownsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_HTTPPing floodsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious PCA
ttl_errorPing floodsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious 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
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma
multipoint_to_point_low_activitySSH trafficanomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, KL
multipoint_to_pointOtheranomalous Hough, KL
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL
multipoint_to_pointHTTPS trafficanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_pointSYN attackanomalous Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, KL
multipoint_to_pointHTTPS trafficanomalous Gamma, KL
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20181204_notice.xml
"Notice" labels (csv file): 20181204_notice.csv