MAWILab

Data set: 2008/12/03






Traffic Trace: 2008/12/03

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200812031400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200812031400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20081203_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20081203_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 102
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN 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_ACKHTTP trafficanomalous Hough, Gamma
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
reflection_attack_DNSOthersuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, KL
network_scan_UDPNetbios attacksuspicious KL
network_scan_UDPNetbios attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_ACKOthersuspicious Gamma, KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
alpha_flowHTTPS trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough
point_to_multipoint_low_activityHTTPS trafficanomalous Hough
alpha_flowHTTPS trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
small_alpha_flowHTTPS trafficanomalous Hough
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, KL
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_point_low_activityHTTPS trafficanomalous Hough
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
icmp_errorPing floodanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Gamma
ipv4_gre_tunnelOtheranomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous KL
multipoint_to_multipointOtheranomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
alpha_flowOtheranomalous KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_HTTPPing floodanomalous Hough, KL
point_to_multipointSYN attackanomalous KL
point_to_multipointRST attackanomalous KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_pointOtheranomalous KL
alpha_flowOtheranomalous KL
heavy_hitterHTTP trafficanomalous KL
alpha_flowOtheranomalous Hough, KL
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointRST attacksuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointHTTP trafficsuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_HTTPOthersuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointPing floodsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
point_to_multipointOthersuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20081203_notice.xml
"Notice" labels (csv file): 20081203_notice.csv