MAWILab

Data set: 2012/01/21






Traffic Trace: 2012/01/21

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201201211400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201201211400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120121_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120121_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 64
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
distributed_denial_of_service_SYNSYN attacksuspicious Hough, KL
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
icmp_errorPing floodanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
small_alpha_flowOtheranomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma, KL
icmp_errorPing floodsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Gamma, KL, PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120121_notice.xml
"Notice" labels (csv file): 20120121_notice.csv