MAWILab

Data set: 2014/03/23






Traffic Trace: 2014/03/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201403231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201403231400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140323_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140323_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 58
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
distributed_denial_of_service_SYNSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
network_scan_UDPOthersuspicious Hough, PCA
network_scan_UDPOthersuspicious PCA
network_scan_UDPOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPRST attackanomalous Hough, PCA
point_to_multipoint_HTTPRST attackanomalous KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
small_alpha_flowFTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous PCA
point_to_pointHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
ipv4_gre_tunnelOtheranomalous PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_HTTPHTTP attacksuspicious Hough, KL
multipoint_to_point_HTTPHTTP attacksuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL, PCA
alpha_flowOthersuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140323_notice.xml
"Notice" labels (csv file): 20140323_notice.csv