MAWILab

Data set: 2009/12/04






Traffic Trace: 2009/12/04

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200912041400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200912041400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091204_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091204_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 97
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
small_network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
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
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Hough, Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_ACK_tHTTP trafficsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_TCP_ICMP_responseOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_pointOtheranomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, Gamma
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
alpha_flowOthersuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
ttl_errorPing floodsuspicious Hough, Gamma
point_to_multipointSSH trafficsuspicious Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_pointFIN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious Gamma, KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
heavy_hitterOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091204_notice.xml
"Notice" labels (csv file): 20091204_notice.csv