MAWILab

Data set: 2014/01/25






Traffic Trace: 2014/01/25

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401251400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401251400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140125_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140125_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 55
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN 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_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
multipoint_to_multipointOtheranomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_multipointHTTP attacksuspicious Hough, KL, PCA
alpha_flowOthersuspicious Hough, KL, PCA
multipoint_to_pointRST attacksuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
ipv4_ipv6_tunnelOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140125_notice.xml
"Notice" labels (csv file): 20140125_notice.csv