MAWILab

Data set: 2019/05/25






Traffic Trace: 2019/05/25

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201905251400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201905251400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190525_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190525_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 91
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_otherOthersuspicious 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_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_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
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_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
small_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, Gamma, PCA
network_scan_SYN_139_445SYN attacksuspicious Hough, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipointSYN attacksuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activitySYN attacksuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
ipv4_gre_tunnelOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
host_outagePing floodsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious KL, PCA
multipoint_to_point_low_activityOthersuspicious KL, PCA
multipoint_to_multipointSSH trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190525_notice.xml
"Notice" labels (csv file): 20190525_notice.csv