MAWILab

Data set: 2015/12/08






Traffic Trace: 2015/12/08

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201512081400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201512081400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20151208_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20151208_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 77
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_UDPOthersuspicious Gamma
distributed_denial_of_service_ICMPPing floodsuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_UDPOthersuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_TCP_ICMP_du_responsePing floodsuspicious Gamma, KL, PCA
small_network_scan_SYN_tSYN attacksuspicious Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
reflection_attack_DNSOtheranomalous Hough, Gamma, KL
reflection_attack_DNSOtheranomalous KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_pointHTTP attacksuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
alpha_flowSSH trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
icmp_errorPing floodsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL
small_alpha_flowHTTPS trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
ttl_errorPing floodsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowSSH trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
ipv4_gre_tunnelOtheranomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Hough, KL, PCA
host_outageUnknownanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_pointOtheranomalous Gamma, KL
multipoint_to_pointOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20151208_notice.xml
"Notice" labels (csv file): 20151208_notice.csv