MAWILab

Data set: 2016/12/05






Traffic Trace: 2016/12/05

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201612051400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201612051400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20161205_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20161205_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 158
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, Gamma
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL, PCA
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_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
distributed_denial_of_service_ICMPPing floodsuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
small_network_scan_SYN_tSYN attackanomalous Gamma
network_scan_UDPOtheranomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
reflection_attack_DNSOtheranomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
point_to_multipoint_low_activityOthersuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
small_alpha_flowSSH trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activitySYN attacksuspicious Hough
micro_alpha_flowOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
icmp_errorPing floodsuspicious Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
small_alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipointSYN attacksuspicious PCA
icmp_errorPing floodsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_low_activitySSH trafficsuspicious PCA
alpha_flowSSH trafficsuspicious PCA
multipoint_to_point_low_activityPing floodsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, 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
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
small_alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20161205_notice.xml
"Notice" labels (csv file): 20161205_notice.csv