MAWILab

Data set: 2016/06/09






Traffic Trace: 2016/06/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201606091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201606091400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160609_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160609_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 102
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTPS trafficsuspicious Hough, Gamma, PCA
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, PCA
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, Gamma, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious 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 Gamma, KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_ACKHTTPS trafficsuspicious Hough, Gamma, PCA
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
small_network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
small_alpha_flowHTTPS trafficsuspicious Hough, Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, KL
icmp_errorPing floodsuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious Hough, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
micro_alpha_flowOthersuspicious Gamma
multipoint_to_pointSYN attacksuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointSSH trafficsuspicious Gamma, PCA
multipoint_to_pointSYN attacksuspicious Hough, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_pointHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160609_notice.xml
"Notice" labels (csv file): 20160609_notice.csv