MAWILab

Data set: 2011/05/22






Traffic Trace: 2011/05/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201105221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201105221400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110522_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110522_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 54
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodanomalous Hough
distributed_denial_of_service_RST_responseRST attackanomalous Hough, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
heavy_hitterOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipoint_HTTPRST attackanomalous Hough, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough, PCA
point_to_multipoint_HTTPRST attacksuspicious Hough, KL
multipoint_to_point_HTTPSYN attacksuspicious Hough, KL
point_to_multipoint_HTTPRST attacksuspicious KL, PCA
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_HTTPRST attacksuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
heavy_hitterHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
point_to_multipoint_HTTPSYN attacksuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityUnknownsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPSYN attacksuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110522_notice.xml
"Notice" labels (csv file): 20110522_notice.csv