MAWILab

Data set: 2013/09/22






Traffic Trace: 2013/09/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201309221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201309221400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130922_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130922_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 48
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, KL
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_UDPOthersuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
icmp_errorPing floodanomalous Hough, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_point_HTTPOthersuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious KL, PCA
point_to_pointHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130922_notice.xml
"Notice" labels (csv file): 20130922_notice.csv