MAWILab

Data set: 2020/05/22






Traffic Trace: 2020/05/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202005221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202005221400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200522_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200522_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 214
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
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_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
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
point_to_point_port_scan_UDPOthersuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious Gamma, 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_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious KL
port_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_TCP_TCP_ICMP_responsePing floodanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
port_scan_SYNSYN attackanomalous KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous KL
port_scan_SYNSYN attackanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowSSH trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_point_low_activity_HTTPOthersuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
micro_alpha_flowOthersuspicious Gamma
alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
small_alpha_flowSSH trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious Gamma, KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointPing floodsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious PCA
point_to_multipointSSH trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointOthersuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_multipointSSH trafficanomalous Hough, Gamma, KL
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSSH trafficanomalous Gamma, KL
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, KL
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, KL
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous KL
multipoint_to_pointOtheranomalous KL
multipoint_to_pointOtheranomalous Hough, KL
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
alpha_flowHTTPS trafficanomalous KL
multipoint_to_pointHTTPS trafficanomalous KL
alpha_flowHTTPS trafficanomalous KL
alpha_flowOtheranomalous KL
alpha_flowOtheranomalous KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Gamma, KL
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_point_low_activityOtheranomalous KL
alpha_flowOtheranomalous KL
multipoint_to_pointHTTPS trafficanomalous KL, PCA
point_to_multipointOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointSSH trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
ipv4_gre_tunnelOtheranomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200522_notice.xml
"Notice" labels (csv file): 20200522_notice.csv