MAWILab

Data set: 2009/09/29






Traffic Trace: 2009/09/29

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200909291400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200909291400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090929_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090929_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 86
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
small_network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
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_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_ACKOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
alpha_flowOtheranomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
ttl_errorPing floodanomalous Gamma
alpha_flowOtheranomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_pointHTTP attackanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flowOthersuspicious Hough
ipv4_gre_tunnelOthersuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flowOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious KL
ttl_errorPing floodsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090929_notice.xml
"Notice" labels (csv file): 20090929_notice.csv