MAWILab

Data set: 2014/05/09






Traffic Trace: 2014/05/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201405091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201405091400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140509_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140509_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 69
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_UDPOtheranomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
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
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, Gamma
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, Gamma, PCA
point_to_point_port_scan_UDPOthersuspicious Hough, KL, PCA
reflection_attack_DNSOthersuspicious Gamma, KL, PCA
network_scan_UDPOthersuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointSSH trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPRST attacksuspicious Hough, KL
multipoint_to_pointSSH trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL, PCA
micro_alpha_flowHTTP attacksuspicious Gamma, PCA
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_point_low_activityOthersuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140509_notice.xml
"Notice" labels (csv file): 20140509_notice.csv