MAWILab

Data set: 2011/03/10






Traffic Trace: 2011/03/10

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201103101400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201103101400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110310_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110310_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 132
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN 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
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
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_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious 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_port_scan_UDPOthersuspicious KL
point_to_multipoint_low_activitySSH trafficanomalous Hough, Gamma
point_to_multipointSSH trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma
point_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flowOtheranomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_pointPing floodanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
small_alpha_flowHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
heavy_hitterHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowOthersuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
icmp_errorPing floodsuspicious Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110310_notice.xml
"Notice" labels (csv file): 20110310_notice.csv