MAWILab

Data set: 2007/05/31






Traffic Trace: 2007/05/31

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200705311400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200705311400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20070531_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20070531_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 38
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_pointPing floodsuspicious Hough, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityFTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
heavy_hitterHTTP trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
icmp_errorPing floodanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20070531_notice.xml
"Notice" labels (csv file): 20070531_notice.csv