MAWILab

Data set: 2022/01/01






Traffic Trace: 2022/01/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2022/202201011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2022/202201011400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20220101_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20220101_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 191
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
distributed_network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, 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_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous 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, PCA
network_scan_TCP_TCP_ICMP_responseOtheranomalous Hough, Gamma
network_scan_TCP_TCP_ICMP_responseOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous Gamma, KL, PCA
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_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Gamma
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Gamma
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious Gamma
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious Gamma
distributed_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough, Gamma, KL
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_otherNetbios attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious PCA
network_scan_ICMP_ecrqPing floodsuspicious PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough
point_to_multipointOtheranomalous Hough
point_to_multipointSYN attackanomalous Hough
multipoint_to_pointRST attackanomalous Hough
multipoint_to_pointRST attackanomalous Hough
multipoint_to_point_low_activityOtheranomalous Gamma
point_to_multipointHTTPS trafficanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous PCA
point_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
micro_alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
heavy_hitterHTTPS attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attacksuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
icmp_errorPing floodsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_pointPing floodsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma
small_alpha_flowSSH trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowSSH trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
small_alpha_flowSSH trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma, PCA
point_to_multipointSYN attacksuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipointSSH trafficsuspicious KL, PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Gamma, PCA
point_to_multipoint_low_activitySMB attacksuspicious PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointPing floodsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointSSH trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20220101_notice.xml
"Notice" labels (csv file): 20220101_notice.csv