MAWILab

Data set: 2015/04/04






Traffic Trace: 2015/04/04

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201504041400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201504041400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20150404_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20150404_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 92
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_UDPNetbios attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_UDP_ICMP_du_responsePing floodanomalous Hough
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, 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, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
icmp_errorPing floodsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
icmp_errorPing floodsuspicious Gamma, KL
micro_alpha_flowHTTP trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough
point_to_multipointSSH trafficanomalous Hough
point_to_multipointSSH trafficanomalous Hough, Gamma, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_point_HTTPSYN attackanomalous KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20150404_notice.xml
"Notice" labels (csv file): 20150404_notice.csv