MAWILab

Data set: 2015/03/22






Traffic Trace: 2015/03/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201503221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201503221400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20150322_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20150322_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 196
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious 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
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_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
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_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL, PCA
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_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_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
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_ACKHTTP trafficsuspicious PCA
port_scan_RSTRST attacksuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTPS trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Hough, KL
multipoint_to_point_HTTPSYN attacksuspicious KL
multipoint_to_point_HTTPSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
heavy_hitterHTTPS attacksuspicious KL
multipoint_to_pointSSH trafficsuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_HTTPHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL, PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
icmp_errorPing floodsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_pointOthersuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_pointHTTP trafficsuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointSSH trafficanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
alpha_flowSSH trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flowOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20150322_notice.xml
"Notice" labels (csv file): 20150322_notice.csv