MAWILab

Data set: 2018/10/07






Traffic Trace: 2018/10/07

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201810071400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201810071400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20181007_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20181007_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 271
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_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_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_139_445SMB attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
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
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_SYNSYN attacksuspicious Hough
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_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, KL
network_scan_SYNSYN attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_139_445SYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_139_445SYN attacksuspicious Hough, KL
network_scan_SYN_139_445SYN 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 Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious PCA
distributed_denial_of_service_ICMPPing floodsuspicious KL, PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
distributed_denial_of_service_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_SYNSYN attackanomalous Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowOthersuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointSSH trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
icmp_errorPing floodsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowOthersuspicious KL, PCA
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL, PCA
alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_HTTPPing floodsuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
ttl_errorPing floodsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough
point_to_multipointOthersuspicious PCA
point_to_multipointOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious PCA
alpha_flowSSH trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
small_alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
point_to_multipointSYN attacksuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
small_alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activitySSH trafficsuspicious PCA
multipoint_to_point_low_activitySSH trafficsuspicious PCA
small_alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_pointRST attackanomalous Hough, KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS attackanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma
small_alpha_flowSSH trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma
point_to_multipointSYN attackanomalous Gamma
alpha_flowOtheranomalous Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointSSH attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20181007_notice.xml
"Notice" labels (csv file): 20181007_notice.csv