MAWILab

Data set: 2024/06/23






Traffic Trace: 2024/06/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2024/202406231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2024/202406231400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20240623_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20240623_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 206
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
port_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Gamma, PCA
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
port_scan_SYNSYN attacksuspicious Gamma
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_otherOthersuspicious KL
network_scan_SYNSYN attacksuspicious Gamma, KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious Gamma, KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious PCA
distributed_denial_of_service_SYNSYN attacksuspicious Gamma, KL, PCA
network_scan_TCP_TCP_ICMP_responseOthersuspicious Gamma, PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attacksuspicious PCA
point_to_point_port_scan_UDPOthersuspicious PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough, Gamma, KL
reflection_attack_UDPHTTPS trafficanomalous Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Gamma, KL
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous Hough, PCA
reflection_attack_DNSOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
heavy_hitterHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipointOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
icmp_errorPing floodsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activitySYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
point_to_multipoint_low_activitySYN attacksuspicious KL
point_to_multipoint_low_activitySYN attacksuspicious KL
multipoint_to_point_low_activitySYN attacksuspicious KL
multipoint_to_point_low_activitySYN attacksuspicious KL
point_to_multipoint_low_activity_HTTPSYN attacksuspicious KL
point_to_multipoint_low_activitySYN attacksuspicious KL
point_to_multipoint_low_activitySYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, KL
point_to_multipoint_low_activitySYN attacksuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
small_alpha_flowOthersuspicious Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activitySYN attacksuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointSSH trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious PCA
point_to_multipointSYN attacksuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipointSYN attacksuspicious PCA
icmp_errorPing floodsuspicious PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
heavy_hitterOthersuspicious Gamma, PCA
alpha_flowOthersuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointSSH trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
micro_alpha_flowHTTPS trafficanomalous Hough, PCA
alpha_flowOtheranomalous Hough
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flowHTTPS trafficanomalous Hough
point_to_multipoint_low_activityOtheranomalous Hough, KL, PCA
point_to_multipoint_low_activityHTTPS attackanomalous Hough, PCA
alpha_flowOtheranomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough
point_to_multipointSYN attackanomalous Hough
point_to_multipointSSH trafficanomalous Hough
multipoint_to_pointOtheranomalous Hough
multipoint_to_pointOtheranomalous Hough
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointRST attackanomalous Hough, Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
point_to_multipointOtheranomalous Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, KL, PCA
alpha_flowOtheranomalous KL
point_to_multipointOtheranomalous KL
point_to_multipoint_HTTPSYN attackanomalous KL, PCA
alpha_flowHTTPS trafficanomalous KL
point_to_multipoint_low_activityHTTPS attackanomalous Hough, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
point_to_multipointHTTPS trafficanomalous PCA
point_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointOtheranomalous PCA
point_to_multipointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyOtheranomalous Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20240623_notice.xml
"Notice" labels (csv file): 20240623_notice.csv