MAWILab

Data set: 2012/01/14






Traffic Trace: 2012/01/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201201141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201201141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120114_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120114_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 52
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL, PCA
network_scan_TCP_RST_responseRST attacksuspicious Hough, PCA
point_to_point_denial_of_service_SYNSYN attacksuspicious Hough, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, KL
point_to_multipoint_HTTPSYN attackanomalous KL
point_to_multipoint_HTTPRST attackanomalous KL
point_to_multipoint_HTTPSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activitySSH trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOthersuspicious Hough
point_to_multipoint_HTTPHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowUnknownsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
icmp_errorPing floodsuspicious Gamma, KL
alpha_flowOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120114_notice.xml
"Notice" labels (csv file): 20120114_notice.csv