MAWILab

Data set: 2020/01/10






Traffic Trace: 2020/01/10

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202001101400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202001101400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200110_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200110_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 146
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN 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_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, KL
network_scan_UDP_otherOthersuspicious Hough, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
port_scan_SYNSYN attacksuspicious KL
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_UDP_otherOthersuspicious Hough, KL, PCA
network_scan_UDP_otherOthersuspicious Hough
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_SYN_139_445SYN attackanomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
point_to_point_port_scan_UDPOtheranomalous Hough, PCA
small_network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous PCA
alpha_flowOthersuspicious PCA
small_alpha_flowOthersuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOthersuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOthersuspicious Hough, KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
alpha_flowOthersuspicious Hough, KL
multipoint_to_multipointPing floodsuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flowOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
small_alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious Hough, KL, PCA
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
small_alpha_flowHTTPS trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointSSH trafficsuspicious KL
alpha_flowOthersuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointFTP trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious Gamma, KL
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipointPing floodsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityUnknownsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
micro_alpha_flowSYN attackanomalous Hough, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flowOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
ttl_errorPing floodanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200110_notice.xml
"Notice" labels (csv file): 20200110_notice.csv