MAWILab

Data set: 2009/06/14






Traffic Trace: 2009/06/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200906141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200906141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090614_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090614_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 100
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOtheranomalous Hough, KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma, PCA
network_scan_UDPOtheranomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Gamma, KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous KL, PCA
ttl_errorPing floodanomalous Gamma, PCA
ttl_errorPing floodanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous PCA
micro_alpha_flowHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointPing floodsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
icmp_errorPing floodsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, KL
small_alpha_flowOthersuspicious Gamma, KL
multipoint_to_point_HTTPOthersuspicious Hough, Gamma, KL, PCA
point_to_multipointSSH trafficsuspicious Hough, KL
multipoint_to_multipointOthersuspicious KL
ttl_errorPing floodsuspicious KL
point_to_multipointOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
ttl_errorPing floodsuspicious KL
point_to_multipointOthersuspicious KL
micro_alpha_flowOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious KL
ttl_errorPing floodsuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointOthersuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowSSH trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090614_notice.xml
"Notice" labels (csv file): 20090614_notice.csv