MAWILab

Data set: 2010/10/01






Traffic Trace: 2010/10/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201010011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201010011400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20101001_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20101001_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 29
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_responseRST attacksuspicious Gamma, PCA
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL, PCA
micro_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowFTP trafficsuspicious Gamma, PCA
ttl_errorPing floodsuspicious Gamma, PCA
multipoint_to_point_HTTPOthersuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
icmp_errorPing floodsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
multipoint_to_multipointOthersuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20101001_notice.xml
"Notice" labels (csv file): 20101001_notice.csv