MAWILab

Data set: 2016/06/01






Traffic Trace: 2016/06/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201606011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201606011400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160601_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160601_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 92
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_ICMP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
small_point_to_point_denial_of_service_ICMPPing floodanomalous Gamma
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, PCA
network_scan_ACKOtheranomalous Hough, PCA
alpha_flowOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
icmp_errorPing floodsuspicious Hough, KL
icmp_errorPing floodsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
icmp_errorPing floodsuspicious KL
small_alpha_flowHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
micro_alpha_flowOthersuspicious Gamma, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
alpha_flowOtheranomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Hough, Gamma
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointRST attackanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, PCA
multipoint_to_pointSYN attackanomalous KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_pointOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160601_notice.xml
"Notice" labels (csv file): 20160601_notice.csv