MAWILab

Data set: 2012/03/30






Traffic Trace: 2012/03/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201203301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201203301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120330_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120330_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 135
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious 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_ACKOthersuspicious PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
small_network_scan_SYN_tSYN attackanomalous Hough, PCA
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough, Gamma
point_to_multipoint_low_activitySSH trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_HTTPSYN attacksuspicious Hough, Gamma, KL
icmp_errorPing floodsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
alpha_flowOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, KL
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous KL, PCA
multipoint_to_point_HTTPOtheranomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPSYN attackanomalous Gamma, KL, PCA
multipoint_to_multipointRST attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPSYN attackanomalous KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120330_notice.xml
"Notice" labels (csv file): 20120330_notice.csv