MAWILab

Data set: 2016/04/25






Traffic Trace: 2016/04/25

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201604251400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201604251400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160425_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160425_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 88
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, Gamma, KL, PCA
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, PCA
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_ACKOthersuspicious Hough, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough, Gamma, PCA
network_scan_ACK_tHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_ACKOtheranomalous PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, Gamma, PCA
small_alpha_flowSSH trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious Gamma, KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
host_outagePing floodsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointSYN attackanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160425_notice.xml
"Notice" labels (csv file): 20160425_notice.csv