MAWILab

Data set: 2020/02/22






Traffic Trace: 2020/02/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202002221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202002221400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200222_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200222_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 143
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_139_445SYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
port_scan_SYNSYN attacksuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
port_scan_SYNSYN attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
port_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_SYNSYN attacksuspicious KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous 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, KL, PCA
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_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
port_scan_SYNSYN attackanomalous KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
icmp_errorPing floodsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activitySYN attacksuspicious KL
alpha_flowOthersuspicious KL
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointSSH trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_multipointSSH trafficsuspicious PCA
multipoint_to_pointSSH trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
heavy_hitterSYN attacksuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_multipointSYN attackanomalous Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, KL
multipoint_to_pointOtheranomalous KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointSSH attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200222_notice.xml
"Notice" labels (csv file): 20200222_notice.csv