329 search results - page 17 / 66 » Utilizing Neural Networks For Effective Intrusion Detection |
ICML
2002
IEEE
16 years 19 days 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...
108
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ISI
2008
Springer
14 years 10 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
15 years 1 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
15 years 5 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...
106
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ESORICS
2006
Springer
15 years 3 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...