MAWILab

Data set: 2008/11/19






Traffic Trace: 2008/11/19

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200811191400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200811191400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20081119_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20081119_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 89
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
reflection_attack_DNSOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDPNetbios attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_Sasser_backdoorSasser wormsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
point_to_point_port_scan_UDPOthersuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activitySYN attackanomalous Hough, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activityOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
heavy_hitterRST attacksuspicious Hough
heavy_hitterRST attacksuspicious Hough
heavy_hitterRST attacksuspicious Hough
heavy_hitterRST attacksuspicious Hough
heavy_hitterRST attacksuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_pointRST attacksuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20081119_notice.xml
"Notice" labels (csv file): 20081119_notice.csv