MAWILab

Data set: 2014/06/30






Traffic Trace: 2014/06/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201406301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201406301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140630_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140630_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 99
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKHTTPS trafficsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKHTTPS trafficsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
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, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
small_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_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST 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_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous PCA
multipoint_to_multipointOthersuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Hough, Gamma, KL
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPRST attacksuspicious Hough, Gamma, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Hough
ipv4_gre_tunnelOthersuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL, PCA
point_to_pointSYN attacksuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
point_to_multipoint_HTTPSYN attacksuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Gamma, KL
multipoint_to_pointOtheranomalous KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
heavy_hitterOtheranomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140630_notice.xml
"Notice" labels (csv file): 20140630_notice.csv