MAWILab

Data set: 2011/01/30






Traffic Trace: 2011/01/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201101301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201101301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110130_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110130_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 63
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious KL
network_scan_ACKHTTP trafficsuspicious PCA
network_scan_UDPOthersuspicious Hough, PCA
network_scan_UDPOthersuspicious KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
heavy_hitterOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipointOtheranomalous Hough, PCA
point_to_multipoint_HTTPRST attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Gamma, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, PCA
small_alpha_flowFTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous KL, PCA
point_to_multipointOtheranomalous Hough, PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110130_notice.xml
"Notice" labels (csv file): 20110130_notice.csv