MAWILab

Data set: 2003/11/14






Traffic Trace: 2003/11/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-B/2003/200311141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-B/2003/200311141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200311141400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 224
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

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

Other:

"Notice" labels (admd file): 200311141400_notice.xml