MAWILab

Data set: 2015/04/30






Traffic Trace: 2015/04/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201504301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201504301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20150430_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20150430_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 163
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
reflection_attack_DNSOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
reflection_attack_DNSOthersuspicious 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
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_TCP_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_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYN_ACK_responseSYN attackanomalous Hough, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma
alpha_flowSSH trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, KL
small_alpha_flowOthersuspicious Gamma
micro_alpha_flowHTTPS trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPOthersuspicious Gamma, KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointHTTP trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
point_to_pointHTTPS trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
small_alpha_flowHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPSYN attacksuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipointSSH trafficsuspicious Gamma, PCA
multipoint_to_pointSSH trafficsuspicious Hough, PCA
point_to_pointHTTP trafficsuspicious PCA
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
icmp_errorPing floodanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSSH trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20150430_notice.xml
"Notice" labels (csv file): 20150430_notice.csv