140 search results - page 1 / 28 » A comparative study of two network-based anomaly detection m... |
INFOCOM
2011
IEEE
12 years 8 months ago
2011
IEEE
—Modern networks are complex and hence, network operators often rely on automation to assist in assuring the security, availability, and performance of these networks. At the cor...
CORR
2010
Springer
13 years 4 months ago
2010
Springer
The Dendritic Cell Algorithm (DCA) is an immune-inspired algorithm, developed for the purpose of anomaly detection. The algorithm performs multi-sensor data fusion and correlation ...
RAID
2004
Springer
13 years 10 months ago
2004
Springer
Anomaly detection is a promising approach to detecting intruders masquerading as valid users (called masqueraders). It creates a user profile and labels any behavior that deviates...
IMC
2005
ACM
13 years 10 months ago
2005
ACM
In this work we develop an approach for anomaly detection for large scale networks such as that of an enterprize or an ISP. The traffic patterns we focus on for analysis are that...
ICDM
2009
IEEE
13 years 2 months ago
2009
IEEE
Anomaly detection is an important data mining task. Most existing methods treat anomalies as inconsistencies and spend the majority amount of time on modeling normal instances. A r...