MAWILab

Data set: 2014/12/17






Traffic Trace: 2014/12/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201412171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201412171400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20141217_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20141217_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 84
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_TCP_ICMP_du_responsePing floodsuspicious 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_tSYN attacksuspicious Hough, PCA
network_scan_UDPOthersuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_UDPOtheranomalous Hough, PCA
network_scan_UDPOtheranomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_ACKHTTPS trafficanomalous Hough, PCA
point_to_point_denial_of_service_SYNSYN attackanomalous KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_pointHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowSSH trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
micro_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
alpha_flowOtheranomalous Hough, KL
alpha_flowOtheranomalous KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20141217_notice.xml
"Notice" labels (csv file): 20141217_notice.csv