MAWILab

Data set: 2015/10/04






Traffic Trace: 2015/10/04

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201510041400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201510041400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20151004_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20151004_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 75
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
distributed_network_scan_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointSYN attacksuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowSSH trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowSSH trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
micro_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20151004_notice.xml
"Notice" labels (csv file): 20151004_notice.csv