MAWILab

Data set: 2021/08/24






Traffic Trace: 2021/08/24

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202108241400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202108241400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20210824_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20210824_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 167
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
distributed_network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
port_scan_SYNSYN attackanomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious 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_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN 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_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_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherNetbios attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_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, Gamma, KL, PCA
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Gamma, KL
small_network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_point_low_activityOtheranomalous KL
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointSSH trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough, PCA
point_to_multipointSYN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointSMB attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_multipointSYN attacksuspicious Hough, Gamma
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOthersuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
small_alpha_flowSSH trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
heavy_hitterSYN attacksuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointRST attacksuspicious Hough
point_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowOthersuspicious PCA
multipoint_to_pointSSH trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointFTP attacksuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activitySSH trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20210824_notice.xml
"Notice" labels (csv file): 20210824_notice.csv