MAWILab

Data set: 2012/11/19






Traffic Trace: 2012/11/19

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201211191400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201211191400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20121119_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20121119_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 83
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDPNetbios attackanomalous KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_responseRST attacksuspicious Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_ACKOthersuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_UDPOthersuspicious PCA
micro_alpha_flowHTTP attackanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, KL
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, KL
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
small_alpha_flowHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
micro_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPSYN attacksuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
icmp_errorPing floodsuspicious Gamma, KL
icmp_errorPing floodsuspicious KL, PCA
alpha_flowOthersuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20121119_notice.xml
"Notice" labels (csv file): 20121119_notice.csv