MAWILab

Data set: 2019/07/14






Traffic Trace: 2019/07/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201907141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201907141400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190714_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190714_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 125
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
small_network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_TCP_TCP_ICMP_responseRST attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
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_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN 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
small_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
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
network_scan_SYNSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Gamma
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious Gamma
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious Gamma
network_scan_SYN_139_445SYN attacksuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
point_to_point_denial_of_service_SYNSYN attacksuspicious PCA
small_point_to_point_denial_of_service_SYNSYN attacksuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
alpha_flowOtheranomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSSH attackanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipoint_low_activityOtheranomalous Hough, KL, PCA
small_alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointSYN attackanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowSSH trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough, KL
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
multipoint_to_pointSSH trafficsuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_point_low_activityRST attacksuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
icmp_errorPing floodsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPSYN attacksuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flowFIN attacksuspicious Hough, KL
multipoint_to_pointSSH trafficsuspicious KL, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointSSH trafficsuspicious KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190714_notice.xml
"Notice" labels (csv file): 20190714_notice.csv