329 search results - page 17 / 66 » Utilizing Neural Networks For Effective Intrusion Detection |
ICML
2002
IEEE
14 years 8 months ago
2002
IEEE
In this paper, we present a general machine learning approach to the problem of deciding when to share probabilistic beliefs between agents for distributed monitoring. Our approac...
ISI
2008
Springer
13 years 6 months ago
2008
Springer
In this paper, we study the problem of anomaly detection in high-dimensional network streams. We have developed a new technique, called Stream Projected Ouliter deTector (SPOT), t...
FLAIRS
2003
13 years 9 months ago
2003
The detection of attacks against computer networks is becoming a harder problem to solve in the field of network security. The dexterity of the attackers, the developing technolog...
DSN
2005
IEEE
14 years 1 months ago
2005
IEEE
Common practice in anomaly-based intrusion detection assumes that one size fits all: a single anomaly detector should detect all anomalies. Compensation for any performance short...
ESORICS
2006
Springer
13 years 11 months ago
2006
Springer
IDS research still needs to strengthen mathematical foundations and theoretic guidelines. In this paper, we build a formal framework, based on information theory, for analyzing and...