MAWILab

Data set: 2018/07/28






Traffic Trace: 2018/07/28

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201807281400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201807281400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20180728_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20180728_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 184
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYN_139_445SYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing 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_SYN_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
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
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_TCP_TCP_ICMP_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, PCA
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, KL, PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
alpha_flowOtheranomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointSYN attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointSYN attacksuspicious Hough, KL, PCA
point_to_multipointNetbios attacksuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Gamma
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Hough, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL
point_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
heavy_hitterHTTP trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
micro_alpha_flowOthersuspicious KL
icmp_errorPing floodsuspicious KL, PCA
multipoint_to_multipointSSH trafficsuspicious KL, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointFIN attacksuspicious Hough, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointSYN attacksuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipointSYN attacksuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
point_to_multipoint_low_activitySYN attacksuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipointSYN attacksuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipointSYN attacksuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20180728_notice.xml
"Notice" labels (csv file): 20180728_notice.csv