MAWILab

Data set: 2016/08/06






Traffic Trace: 2016/08/06

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201608061400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201608061400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160806_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160806_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 156
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, 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_SYN_tSYN attacksuspicious Hough, KL
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_ACKHTTPS trafficsuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_ACKOthersuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_ACKOthersuspicious Hough, PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_UDPOthersuspicious KL, PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_UDPOthersuspicious PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_ACKHTTP trafficanomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDPOtheranomalous Gamma, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, PCA
network_scan_UDPOtheranomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_UDPOtheranomalous Hough, PCA
small_network_scan_SYN_tSYN attackanomalous PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
small_alpha_flowOthersuspicious Hough, KL
point_to_multipoint_low_activitySSH trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activitySSH trafficsuspicious Hough, Gamma
multipoint_to_pointSYN attacksuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
ttl_errorPing floodsuspicious PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
ttl_errorPing floodsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
small_alpha_flowOthersuspicious Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
heavy_hitterHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
icmp_errorPing floodsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma
alpha_flowHTTPS trafficanomalous Gamma, PCA
micro_alpha_flowUnknownanomalous Gamma
multipoint_to_pointSYN attackanomalous KL, PCA
multipoint_to_pointSYN attackanomalous KL
small_alpha_flowHTTPS trafficanomalous Hough, KL
multipoint_to_pointSYN attackanomalous Gamma, KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous Gamma, KL
multipoint_to_pointSYN attackanomalous KL
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointSSH trafficanomalous KL, PCA
icmp_errorPing floodanomalous KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160806_notice.xml
"Notice" labels (csv file): 20160806_notice.csv