Computational Intelligence for Information Security: A Survey

Ruili Wang, Wanting Ji

Research output: Journal PublicationArticlepeer-review

19 Citations (Scopus)

Abstract

Information security is the set of processes that protect information away from unauthorized access, disclosure, replication, modification, or destruction. Recently, more and more real-world systems such as smart cities, wireless sensor networks, biometric systems, and surveillance, require the assurances of information security. Thus, many different techniques based on computational intelligence have been developed for information security in the past decades. However, there are no comprehensive surveys that summarize these techniques. Thus, this paper reviewed computational intelligence approaches published in journals and conferences for information security in the last decade. This paper is a brief, but a comprehensive survey to review numerous computational intelligence approaches and applications for information security. A discussion of the existing challenges of computational intelligence approaches and techniques for information security is also presented.

Original languageEnglish
Article number9122043
Pages (from-to)616-629
Number of pages14
JournalIEEE Transactions on Emerging Topics in Computational Intelligence
Volume4
Issue number5
DOIs
Publication statusPublished - Oct 2020
Externally publishedYes

Keywords

  • Artificial neural networks
  • computational intelligence
  • evolutionary computation
  • fuzzy logic
  • information security

ASJC Scopus subject areas

  • Computer Science Applications
  • Control and Optimization
  • Computational Mathematics
  • Artificial Intelligence

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