MAWILab

Data set: 2024/11/19






Traffic Trace: 2024/11/19

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2024/202411191400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2024/202411191400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20241119_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20241119_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 152
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
point_to_point_port_scan_UDPOthersuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
reflection_attack_UDPHTTPS trafficsuspicious Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attacksuspicious Gamma, KL
reflection_attack_ICMPPing floodsuspicious KL, PCA
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_SYN_139_445SYN 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
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
point_to_point_port_scan_UDPOtheranomalous Hough, KL
point_to_point_denial_of_service_SYNSYN attackanomalous PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
micro_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowSSH trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough
heavy_hitterHTTPS trafficsuspicious Hough
small_alpha_flowOthersuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_pointSSH trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_multipointSSH trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_pointOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activitySYN attacksuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_pointOthersuspicious KL, PCA
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
alpha_flowOthersuspicious Hough, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPSYN attacksuspicious KL, PCA
point_to_multipointSYN attacksuspicious PCA
multipoint_to_pointOthersuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointOthersuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointRST attacksuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointSSH attackanomalous Hough
multipoint_to_pointSYN attackanomalous Hough
multipoint_to_pointRST attackanomalous Hough
multipoint_to_pointOtheranomalous Hough
point_to_multipointOtheranomalous Hough
point_to_multipointSYN attackanomalous Hough
multipoint_to_multipointOtheranomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
point_to_multipointSYN attackanomalous Gamma
micro_alpha_flowHTTPS trafficanomalous Gamma
small_alpha_flowHTTPS trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowOtheranomalous PCA
point_to_multipointHTTPS trafficanomalous PCA
alpha_flowOtheranomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20241119_notice.xml
"Notice" labels (csv file): 20241119_notice.csv