MAWILab

Data set: 2012/08/09






Traffic Trace: 2012/08/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201208091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201208091400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120809_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120809_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 94
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma
network_scan_TCP_RST_responseRST attackanomalous Hough, Gamma
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_UDP_UDP_responseOtheranomalous KL
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrqPing 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_ACKHTTP trafficsuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
alpha_flowHTTPS trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, KL
heavy_hitterHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointSYN attackanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
ipv4_ipv6_tunnelOtheranomalous Gamma, KL
multipoint_to_pointOtheranomalous Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma, KL
multipoint_to_point_low_activityOtheranomalous Gamma, KL
heavy_hitterHTTP trafficanomalous KL
alpha_flowHTTPS trafficanomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_pointOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
multipoint_to_multipointOtheranomalous Gamma, KL
multipoint_to_pointOtheranomalous Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipointRST attacksuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough
point_to_multipointRST attacksuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flowOthersuspicious Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious KL
heavy_hitterHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_pointSSH trafficsuspicious Gamma, KL
icmp_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
heavy_hitterHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120809_notice.xml
"Notice" labels (csv file): 20120809_notice.csv