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Write a background paper about how intrusion detection using bloom filters works and how string matching works and how to work or the use of an algorithm.

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Research in Telecommunication

Contents
How Bloom Filter Works 2
Space Efficiency 2
Bloom Filters Basics 2
How string matching works 3

How Bloom Filter Works
A bloom filter is a data structure which is probabilistic space sufficient which resemble hash tables. They are exclusively as members of a set. Bloom filters has powerful features that allows them to a trade off in between space as well as the false negative rate based on membership existence.it is called a probabilistic data structure because it can make a tradeoff between space as well as false positive rate (Bloom, 2012).

Space Efficiency
In more details on the space efficiency, for a long list of items that need to be stored in a set, there several ways you can do it so that it is space efficient. You can either store the items on a hash map and the check if it exists in the hash map so that you will be able to insert as well as query efficiently. When storing the items as they are however, it will not be very space efficient....

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