MAWILab

Data set: 2012/12/14






Traffic Trace: 2012/12/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201212141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201212141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20121214_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20121214_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 117
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough
reflection_attack_DNSOtheranomalous KL, PCA
network_scan_UDPOtheranomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
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_UDP_UDP_responseOthersuspicious 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_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
reflection_attack_DNSOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious PCA
small_alpha_flowHTTP trafficanomalous Hough
point_to_multipoint_HTTPSYN attackanomalous Hough
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
heavy_hitterHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOthersuspicious Hough
icmp_errorPing floodsuspicious Hough
alpha_flowOthersuspicious Hough
micro_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Gamma
icmp_errorPing floodsuspicious Gamma
ipv4_ipv6_tunnelOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
ttl_errorPing floodsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
icmp_errorPing floodsuspicious KL
point_to_multipointOthersuspicious Gamma, KL
icmp_errorPing floodsuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious KL
icmp_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_pointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20121214_notice.xml
"Notice" labels (csv file): 20121214_notice.csv