MAWILab

Data set: 2014/05/26






Traffic Trace: 2014/05/26

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201405261400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201405261400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140526_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140526_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 184
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTPS trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACK_tHTTP trafficsuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, KL
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_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
reflection_attack_DNSOthersuspicious 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 Gamma, 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
reflection_attack_DNSOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
small_point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, 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
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious 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
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_ICMP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
point_to_point_port_scan_UDPOthersuspicious PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_ACK_tHTTP trafficanomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous PCA
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
ipv4_gre_tunnelOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
heavy_hitterHTTP trafficsuspicious Gamma, KL
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_multipointSYN attacksuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowHTTPS trafficsuspicious KL
heavy_hitterHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious Hough, KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activityOtheranomalous Hough
point_to_multipointSSH trafficanomalous Hough, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
network_outageUnknownanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flowOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140526_notice.xml
"Notice" labels (csv file): 20140526_notice.csv