MAWILab

Data set: 2014/06/15






Traffic Trace: 2014/06/15

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201406151400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201406151400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140615_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140615_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 165
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
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_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
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
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious 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
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
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
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious PCA
network_scan_ACKHTTP trafficsuspicious PCA
network_scan_UDPOthersuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ACKHTTPS trafficanomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
point_to_point_port_scan_UDPOtheranomalous Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
heavy_hitterHTTP trafficsuspicious Hough, KL
multipoint_to_multipointSSH trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
icmp_errorPing floodsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
ttl_errorPing floodsuspicious Gamma
multipoint_to_point_low_activity_HTTPOthersuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL
icmp_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_HTTPSYN attacksuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
icmp_errorPing floodsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
point_to_pointSYN attacksuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activitySSH trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointSSH trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSSH trafficanomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointRST attackanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, KL
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_pointHTTP attackanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140615_notice.xml
"Notice" labels (csv file): 20140615_notice.csv