MAWILab

Data set: 2021/01/18






Traffic Trace: 2021/01/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202101181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2021/202101181400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20210118_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20210118_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 233
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
distributed_denial_of_service_UDPOtheranomalous Hough, Gamma, PCA
port_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
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_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
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_SYN_139_445SYN 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_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_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Hough
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_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_SYNSYN attacksuspicious Gamma, KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious Gamma, KL
network_scan_SYNSYN attacksuspicious Gamma, PCA
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious KL
network_scan_UDP_otherOthersuspicious Gamma, KL
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointSMB attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
heavy_hitterHTTP attackanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityRST attackanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Gamma, KL, PCA
alpha_flowOtheranomalous KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
point_to_multipointHTTPS trafficanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous PCA
multipoint_to_point_low_activityOtheranomalous KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous PCA
multipoint_to_point_low_activityOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowSSH trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointSSH trafficsuspicious Hough, Gamma
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointSSH trafficsuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough, Gamma
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious Hough
multipoint_to_multipointSYN attacksuspicious Hough, Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
point_to_pointOthersuspicious Gamma
micro_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activitySMB attacksuspicious Gamma
multipoint_to_multipointSYN attacksuspicious Gamma
point_to_multipoint_low_activitySMB attacksuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
ipv4_gre_tunnelOthersuspicious Gamma
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_point_low_activityOthersuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_pointSMB attacksuspicious Gamma, PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_pointSMB attacksuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20210118_notice.xml
"Notice" labels (csv file): 20210118_notice.csv