MAWILab

Data set: 2017/11/17






Traffic Trace: 2017/11/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201711171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201711171400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20171117_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20171117_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 139
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
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_SYN_139_445SYN 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, KL
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_SYN_139_445SYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_otherNetbios attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious 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_UDP_UDP_responseOthersuspicious 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_UDP_otherOthersuspicious KL
network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, KL
micro_alpha_flowOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma
alpha_flowOtheranomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
small_alpha_flowOtheranomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous PCA
point_to_multipointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious Hough, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_pointSSH trafficsuspicious Hough, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20171117_notice.xml
"Notice" labels (csv file): 20171117_notice.csv