MAWILab

Data set: 2012/06/18






Traffic Trace: 2012/06/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201206181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201206181400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120618_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120618_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 114
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_UDPOtheranomalous KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious 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_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowOtheranomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous KL
multipoint_to_multipointOtheranomalous Gamma, KL
multipoint_to_multipointSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flowOtheranomalous PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_pointOtheranomalous Hough, PCA
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowSSH trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPOthersuspicious Gamma, PCA
point_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPPing floodsuspicious Gamma, KL, PCA
multipoint_to_point_HTTPPing floodsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
micro_alpha_flowHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120618_notice.xml
"Notice" labels (csv file): 20120618_notice.csv