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Approximate matching

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Definition Edit

Approximate matching is

a promising technology designed to identify similarities between two digital artifacts. It is used to find objects that resemble each other or to find objects that are contained in another object. This can be very useful for filtering data for security monitoring, digital forensics, or other applications.[1]

Overview Edit

Different approximate matching methods may operate at different levels of abstraction. At the lowest level, generic techniques may detect the presence of common byte sequences (substrings) without any attempt to interpret the artifacts. At higher levels, approximate matching can incorporate more abstract analysis. In general lower level methods are expected to be faster and more generic in their applicability, whereas higher level methods are typically more targeted and require more processing.

One common approach in security and forensic analysis is to find identical objects using cryptographic hashing. Approximate matching can be viewed as a generalization of that idea in that, instead of providing a yes/no {0, 1} answer to a comparison, it provides a range of outcomes, [0, 1], with the result interpreted as a measure of similarity.[2]

References Edit

  1. NIST Special Publication 800-168, at 1.
  2. Id. at 2.

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