MAWILab

Data set: 2024/08/12






Traffic Trace: 2024/08/12

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2024/202408121400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2024/202408121400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20240812_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20240812_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 113
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
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_ICMP_ecrqPing floodsuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma, PCA
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma, KL, PCA
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 KL
network_scan_SYNSYN attacksuspicious Gamma, PCA
reflection_attack_DNSOthersuspicious Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous 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_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, PCA
small_network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_TCP_TCP_ICMP_responsePing floodanomalous Hough, Gamma, KL
point_to_point_port_scan_UDPHTTPS trafficanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous Gamma, PCA
network_scan_SYNSYN attackanomalous Gamma, PCA
network_scan_SYNSYN attackanomalous Gamma, PCA
point_to_multipointHTTPS trafficsuspicious PCA
ttl_errorUnknownsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma, KL
small_alpha_flowSSH trafficsuspicious Gamma
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL, PCA
icmp_errorPing floodsuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointOthersuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointSYN attackanomalous Hough
point_to_multipointHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough
alpha_flowOtheranomalous Hough, KL
point_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointSYN attackanomalous KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
heavy_hitterHTTPS attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20240812_notice.xml
"Notice" labels (csv file): 20240812_notice.csv