MAWILab

Data set: 2004/11/22






Traffic Trace: 2004/11/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-B/2004/200411221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-B/2004/200411221400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200411221400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 329
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

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

Other:

"Notice" labels (admd file): 200411221400_notice.xml