MAWILab

Data set: 2019/03/17






Traffic Trace: 2019/03/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201903171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201903171400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190317_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190317_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 135
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
point_to_point_denial_of_service_ICMPPing floodanomalous Gamma
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious 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_UDP_responseOthersuspicious KL
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_SYN_139_445SYN attacksuspicious Hough, KL
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
alpha_flowHTTPS trafficanomalous Hough, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_pointSYN attackanomalous Hough, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
small_alpha_flowSSH trafficanomalous Gamma
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Gamma
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointSSH trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointSSH trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointSYN attackanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointSYN attackanomalous KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_low_activitySSH trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
multipoint_to_pointOthersuspicious KL
micro_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointRST attacksuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
emptyUnknownanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190317_notice.xml
"Notice" labels (csv file): 20190317_notice.csv