MAWILab

Data set: 2009/10/04






Traffic Trace: 2009/10/04

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200910041400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200910041400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091004_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091004_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 126
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Gamma
network_scan_ACKOtheranomalous Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, KL
network_scan_ACKHTTPS trafficsuspicious Hough
network_scan_UDPUnknownsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
small_alpha_flowUnknownanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
small_alpha_flowHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL
point_to_multipointSSH trafficanomalous Hough
ipv4_gre_tunnelOtheranomalous Hough
multipoint_to_multipointOtheranomalous Hough, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
micro_alpha_flowHTTPS trafficanomalous Gamma
icmp_errorPing floodanomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL
ttl_errorPing floodanomalous Hough, KL
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
ttl_errorPing floodanomalous Hough, KL
multipoint_to_multipointOtheranomalous Hough, KL
point_to_multipointOtheranomalous Gamma, KL
ipv4_ipv6_tunnelOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flowFTP trafficsuspicious Hough, KL
point_to_multipointOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
micro_alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
multipoint_to_pointFTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
icmp_errorPing floodsuspicious KL
ipv4_ipv6_tunnelOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
ttl_errorPing floodsuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
point_to_multipointOthersuspicious KL
heavy_hitterHTTP trafficsuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091004_notice.xml
"Notice" labels (csv file): 20091004_notice.csv