MAWILab

Data set: 2016/07/14






Traffic Trace: 2016/07/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201607141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201607141400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160714_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160714_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_UDPOthersuspicious Hough, PCA
network_scan_ACKOthersuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_ACKHTTPS trafficsuspicious Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, PCA
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
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 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_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma, PCA
network_scan_ACKHTTPS trafficsuspicious Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTPS trafficanomalous Hough, PCA
small_network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_UDPOtheranomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
small_point_to_point_denial_of_service_ICMPPing floodanomalous Gamma
network_scan_UDPOtheranomalous Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
small_network_scan_SYN_tSYN attackanomalous PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
icmp_errorPing floodsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
micro_alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma
small_alpha_flowHTTPS trafficanomalous Gamma
small_alpha_flowHTTPS trafficanomalous Gamma
small_alpha_flowOtheranomalous Gamma
heavy_hitterOtheranomalous Hough, KL
icmp_errorPing floodanomalous Hough, Gamma, KL
multipoint_to_pointSSH trafficanomalous Gamma, KL, PCA
icmp_errorPing floodanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointHTTPS trafficanomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointRST attackanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
alpha_flowHTTPS trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160714_notice.xml
"Notice" labels (csv file): 20160714_notice.csv