MAWILab

Data set: 2010/01/16






Traffic Trace: 2010/01/16

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201001161400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201001161400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 201001161400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 105
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

CategoryLabelDetectors
Ping floodAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, KL, PCA
SYN scanAnomalous Hough, Gamma, KL
SYN scanAnomalous Hough
SYN scanAnomalous Hough, PCA
Ping floodAnomalous Hough
Ping floodAnomalous Hough, Gamma, KL, PCA
RST scanAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, KL, PCA
Ping floodAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Hough, KL, PCA
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
Scan HTTPSuspicious Hough, Gamma, PCA
SYN scanSuspicious Hough, PCA
RST scanSuspicious Gamma
SYN scanSuspicious Hough, Gamma, PCA
Ping floodSuspicious Hough, Gamma, PCA
RST scanSuspicious Gamma, PCA
HTTPAnomalous Hough
HTTPAnomalous Hough, Gamma, PCA
HTTPSAnomalous Hough, Gamma
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, PCA
FTPSuspicious Gamma
SSHSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
FTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma
HTTPSuspicious Hough, Gamma, PCA
FTPSuspicious Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough, Gamma
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Hough, 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 Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, PCA
UnknownSuspicious Gamma, PCA
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 201001161400_notice.xml