MAWILab

Data set: 2005/04/17






Traffic Trace: 2005/04/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-B/2005/200504171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-B/2005/200504171400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200504171400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 386
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

CategoryLabelDetectors
SYN scanAnomalous Hough, Gamma
SasserAnomalous Hough, Gamma
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
NetbiosAnomalous Hough
NetbiosAnomalous Hough, PCA
NetbiosAnomalous Hough
NetbiosAnomalous Hough
NetbiosAnomalous Hough
NetbiosAnomalous Hough
NetbiosAnomalous Hough
SasserAnomalous Hough, Gamma
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma
NetbiosAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma
SasserAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma
SasserAnomalous Hough
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma
SYN scanAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SYN scanAnomalous Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, PCA
NetbiosSuspicious Hough
SYN scanSuspicious Hough
SYN scanSuspicious Hough
Ping floodSuspicious Hough
SYN scanSuspicious Hough, Gamma
NetbiosSuspicious Hough
NetbiosSuspicious Hough
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SYN scanSuspicious Gamma, PCA
RST scanSuspicious Gamma
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
SasserSuspicious Gamma, PCA
SasserSuspicious Hough, Gamma
Ping floodSuspicious Gamma
SasserSuspicious Hough, Gamma, PCA
SYN scanSuspicious Gamma
SYN scanSuspicious Gamma
SYN scanSuspicious Gamma
RST scanSuspicious Gamma
SYN scanSuspicious Gamma
SYN scanSuspicious Gamma
Ping floodSuspicious Gamma
Ping floodSuspicious Gamma
RST scanSuspicious Gamma
Ping floodSuspicious Gamma
SYN scanSuspicious Gamma
SasserSuspicious Gamma, PCA
SYN scanSuspicious Gamma
SYN scanSuspicious Gamma
Ping floodSuspicious Gamma
SasserSuspicious Gamma
Ping floodSuspicious Gamma, PCA
Ping floodSuspicious Gamma, PCA
SasserSuspicious Hough, Gamma, PCA
NetbiosSuspicious Hough, PCA
SasserSuspicious Gamma, PCA
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious PCA
SYN scanSuspicious Gamma, PCA
SasserSuspicious PCA
SasserSuspicious PCA
SasserSuspicious PCA
SasserSuspicious PCA
SYN scanSuspicious PCA
NetbiosSuspicious PCA
SasserSuspicious PCA
SasserSuspicious PCA
NetbiosSuspicious PCA
NetbiosSuspicious PCA
SasserSuspicious PCA
NetbiosSuspicious PCA
SYN scanSuspicious PCA
SYN scanSuspicious PCA
SasserSuspicious PCA
SasserSuspicious PCA
NetbiosSuspicious PCA
SYN scanSuspicious PCA
SYN scanSuspicious PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma
HTTPAnomalous Hough, Gamma
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma
HTTPAnomalous Hough, Gamma
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Gamma
HTTPAnomalous Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough
HTTPSuspicious Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma
HTTPSuspicious Gamma
SSHSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough
UnknownAnomalous Hough
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma
UnknownAnomalous Gamma, KL, PCA
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 200504171400_notice.xml