MAWILab

Data set: 2008/06/05






Traffic Trace: 2008/06/05

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200806051400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200806051400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080605_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080605_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 143
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_ICMP_ecrqPing floodanomalous Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_SYN_t_139_445SYN attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_ACKHTTP trafficanomalous Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Hough
network_scan_UDPOthersuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDPNetbios attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
icmp_errorPing floodanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_point_low_activityOtheranomalous Hough, Gamma
alpha_flowOtheranomalous Hough, KL
heavy_hitterOtheranomalous Hough, KL
ipv4_gre_tunnelOtheranomalous Hough
alpha_flowHTTPS trafficanomalous Hough
point_to_multipointOtheranomalous Hough, Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipointOtheranomalous Hough
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activityOtheranomalous Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, KL
heavy_hitterHTTP trafficanomalous KL
point_to_multipoint_low_activityOtheranomalous KL
small_alpha_flowHTTP trafficanomalous KL
alpha_flowOtheranomalous KL
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
micro_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
heavy_hitterOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
ipv4_gre_tunnelOthersuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
heavy_hitterOthersuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activityFTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
icmp_errorPing floodsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPOthersuspicious KL
point_to_multipointRST attacksuspicious KL
point_to_pointOthersuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipointOthersuspicious Hough
alpha_flowOthersuspicious KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
heavy_hitterHTTP trafficsuspicious KL
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20080605_notice.xml
"Notice" labels (csv file): 20080605_notice.csv