MAWILab

Data set: 2014/08/20






Traffic Trace: 2014/08/20

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201408201400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201408201400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140820_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140820_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 160
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, KL
small_network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
small_network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious 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_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_ACKOthersuspicious PCA
network_scan_UDPOthersuspicious PCA
network_scan_UDPOthersuspicious PCA
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Gamma
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_UDPOtheranomalous Hough, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_ICMP_du_responsePing floodanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipoint_HTTPSYN attacksuspicious Hough, KL
multipoint_to_multipointOthersuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
icmp_errorPing floodsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
icmp_errorPing floodsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
point_to_multipointHTTPS trafficanomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
icmp_errorPing floodanomalous Gamma
icmp_errorPing floodanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous KL
multipoint_to_pointHTTPS trafficanomalous Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_pointSYN attackanomalous KL
point_to_pointHTTP trafficanomalous KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowOtheranomalous KL
small_alpha_flowOtheranomalous KL
small_alpha_flowOtheranomalous KL
point_to_multipointOtheranomalous Gamma, KL
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
alpha_flowSSH trafficanomalous PCA
alpha_flowOtheranomalous PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
alpha_flowOtheranomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
point_to_multipoint_low_activityOtheranomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140820_notice.xml
"Notice" labels (csv file): 20140820_notice.csv