MAWILab

Data set: 2009/08/30






Traffic Trace: 2009/08/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200908301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200908301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090830_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090830_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 84
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDPNetbios attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
reflection_attack_DNSOthersuspicious KL, PCA
network_scan_ACKHTTP trafficsuspicious PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flowSSH trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_HTTPOthersuspicious Gamma
alpha_flowFTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious Gamma, KL
ttl_errorPing floodsuspicious KL
multipoint_to_point_low_activityOthersuspicious Hough, PCA
point_to_pointHTTP attacksuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough
ttl_errorPing floodanomalous Hough
ttl_errorPing floodanomalous Hough
alpha_flowHTTPS trafficanomalous Hough
ipv4_gre_tunnelOtheranomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
icmp_errorPing floodanomalous Hough, KL
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090830_notice.xml
"Notice" labels (csv file): 20090830_notice.csv