MAWILab

Data set: 2009/11/19






Traffic Trace: 2009/11/19

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200911191400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200911191400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091119_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091119_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 48
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPOtheranomalous Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL, PCA
alpha_flowOtheranomalous Hough
icmp_errorPing floodanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_point_HTTPOthersuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipointOthersuspicious Hough, KL
heavy_hitterHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious Hough, KL, PCA
point_to_multipoint_HTTPOthersuspicious Hough, KL
point_to_multipointOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091119_notice.xml
"Notice" labels (csv file): 20091119_notice.csv