MAWILab

Data set: 2015/02/11






Traffic Trace: 2015/02/11

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201502111400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201502111400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20150211_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20150211_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 123
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, PCA
network_scan_UDPOthersuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious PCA
network_scan_UDPOthersuspicious PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, Gamma, KL
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_TCP_ICMP_du_responsePing floodanomalous KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_TCP_ICMP_du_responsePing floodanomalous KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_pointOthersuspicious Hough, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointSSH trafficsuspicious Hough, KL, PCA
point_to_multipointSYN attacksuspicious Hough, Gamma
multipoint_to_pointOthersuspicious Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activitySSH trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flowSSH trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
small_alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
icmp_errorPing floodsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP attackanomalous Hough, Gamma, KL
multipoint_to_point_low_activityHTTPS attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activitySSH trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, KL
multipoint_to_pointPing floodanomalous Gamma, KL
multipoint_to_multipointPing floodanomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous PCA
point_to_multipoint_low_activityOtheranomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20150211_notice.xml
"Notice" labels (csv file): 20150211_notice.csv