MAWILab

Data set: 2003/10/16






Traffic Trace: 2003/10/16

Info: http://mawi.wide.ad.jp/mawi/samplepoint-B/2003/200310161400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-B/2003/200310161400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200310161400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 232
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

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

Other:

"Notice" labels (admd file): 200310161400_notice.xml