MAWILab

Data set: 2017/08/28






Traffic Trace: 2017/08/28

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201708281400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201708281400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20170828_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20170828_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 102
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious 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_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_UDP_otherOthersuspicious 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_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_pointOtheranomalous Gamma, PCA
small_alpha_flowOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous KL
icmp_errorPing floodanomalous Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, KL
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointSSH trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough
micro_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough
point_to_multipointHTTP trafficsuspicious Hough
point_to_multipointSSH attacksuspicious Hough
point_to_multipointHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointOthersuspicious KL
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious PCA
point_to_multipointPing floodsuspicious PCA
point_to_multipointOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20170828_notice.xml
"Notice" labels (csv file): 20170828_notice.csv