MAWILab

Data set: 2012/10/05






Traffic Trace: 2012/10/05

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201210051400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201210051400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20121005_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20121005_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 81
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ACKOtheranomalous Hough, Gamma
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Gamma, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKOthersuspicious Gamma
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
reflection_attack_DNSOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
alpha_flowOtheranomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous Hough
point_to_multipointOtheranomalous Hough
point_to_multipoint_low_activityOtheranomalous Hough
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_point_low_activityOtheranomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
micro_alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activityOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP attacksuspicious Gamma
point_to_multipointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20121005_notice.xml
"Notice" labels (csv file): 20121005_notice.csv