Intrusion Detection and Correlation: Challenges and Solutions
presents intrusion detection systems (IDSs) and addresses the
problem of managing and correlating the alerts produced. This
volume discusses the role of intrusion detection in the realm of
network security with comparisons to traditional methods such as
firewalls and cryptography.
The Internet is omnipresent and companies have increasingly put
critical resources online. This has given rise to the activities of
cyber criminals. Virtually all organizations face increasing
threats to their networks and the services they provide. Intrusion
detection systems (IDSs) take increased pounding for failing to
meet the expectations researchers and IDS vendors continually
raise. Promises that IDSs are capable of reliably identifying
malicious activity in large networks were premature and never tuned
into reality.
While virus scanners and firewalls have visible benefits and
remain virtually unnoticed during normal operations, the situation
is different with intrusion detection sensors. State-of-the-art
IDSs produce hundreds or even thousands of alerts every day.
Unfortunately, almost all of these alerts are false positives, that
is, they are not related to security-relevant incidents.
Intrusion Detection and Correlation: Challenges and Solutions
analyzes the challenges in interpreting and combining (i.e.,
correlating) alerts produced by these systems. In addition,
existing academic and commercial systems are classified; their
advantage and shortcomings are presented, especially in the case of
deployment in large, real-world sites.
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