MAWILab

Data set: 2016/02/27






Traffic Trace: 2016/02/27

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201602271400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201602271400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160227_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160227_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 118
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, Gamma
network_scan_UDPOthersuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_ACK_tHTTP trafficsuspicious Gamma
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_SYN_tSYN 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_UDP_responseOthersuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, 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_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious Gamma, PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
host_outagePing floodsuspicious Gamma
point_to_pointOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
micro_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
icmp_errorPing floodsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma, KL
alpha_flowOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
micro_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_pointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
ttl_errorUnknownanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointSSH trafficanomalous PCA
alpha_flowSSH trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160227_notice.xml
"Notice" labels (csv file): 20160227_notice.csv