MAWILab

Data set: 2009/01/26






Traffic Trace: 2009/01/26

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200901261400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200901261400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090126_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090126_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 68
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_UDPNetbios attacksuspicious KL
reflection_attack_DNSOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
icmp_errorPing floodanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, KL
point_to_multipointSSH trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointSSH trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
ipv4_gre_tunnelOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
point_to_multipointSSH trafficsuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
micro_alpha_flowHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPOthersuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090126_notice.xml
"Notice" labels (csv file): 20090126_notice.csv