MAWILab

Data set: 2016/07/16






Traffic Trace: 2016/07/16

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201607161400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201607161400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160716_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160716_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 178
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, PCA
small_network_scan_SYN_tSYN attacksuspicious Gamma
point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_UDPOthersuspicious Gamma
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_SYN_tSYN attacksuspicious Gamma
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_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_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_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious 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_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_UDPOthersuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
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_UDP_UDP_responseOtheranomalous KL
point_to_point_denial_of_service_SYNSYN attackanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
small_network_scan_SYN_tSYN attackanomalous PCA
network_scan_ACKOtheranomalous PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
alpha_flowSSH trafficsuspicious Hough, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_multipointSYN attacksuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowSSH trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
heavy_hitterOthersuspicious KL
icmp_errorPing floodsuspicious Gamma
multipoint_to_pointSYN attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
ttl_errorPing floodsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
alpha_flowSSH trafficsuspicious PCA
ipv4_ipv6_tunnelOthersuspicious Hough, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
heavy_hitterOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPRST attackanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
icmp_errorPing floodanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, KL
alpha_flowHTTPS trafficanomalous Hough, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
icmp_errorPing floodanomalous KL, PCA
multipoint_to_pointSSH trafficanomalous KL, PCA
icmp_errorPing floodanomalous KL
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_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
heavy_hitterOtheranomalous KL
multipoint_to_pointSYN attackanomalous KL
point_to_multipoint_HTTPSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_point_HTTPHTTPS trafficanomalous KL
alpha_flowHTTPS trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_pointSYN attackanomalous KL, PCA
small_alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160716_notice.xml
"Notice" labels (csv file): 20160716_notice.csv