MAWILab

Data set: 2012/05/04






Traffic Trace: 2012/05/04

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201205041400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201205041400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120504_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120504_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 95
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPOtheranomalous KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
point_to_point_port_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious KL
point_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointSSH trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activityOtheranomalous Hough, KL
point_to_multipoint_HTTPSYN attackanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough
multipoint_to_pointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Gamma
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activityOtheranomalous Gamma
alpha_flowOtheranomalous Gamma
point_to_multipoint_low_activitySSH trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointSYN attackanomalous Hough, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous KL
small_alpha_flowOtheranomalous Hough, Gamma, KL
point_to_multipointSSH trafficanomalous KL
multipoint_to_multipointSYN attackanomalous KL
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPUnknownsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough, KL
small_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Hough, KL
point_to_multipoint_HTTPRST attacksuspicious KL
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120504_notice.xml
"Notice" labels (csv file): 20120504_notice.csv