Alizadeh-2016a
From IEETA
Article
Title | Traffic classification for managing applications’ networking profiles |
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Author | Hassan Alizadeh, André Zúquete |
Journal | Security and Communication Networks |
Volume | 9 |
Number | 14 |
Pages | 2557-2575 |
Month | September |
Year | 2016 |
DOI | 10.1002/sec.1516 |
Group | Information Systems and Processing |
Group (before 2015) | Information Systems and Telematics Laboratory |
Indexed by ISI | Yes |
Motivated by the goal of detecting intrusions in (known) applications when their traffic exhibits anomalies, this paper surveys traffic classification methodologies, within a taxonomy framework, for managing applications' networking profiles. The key requirements are discussed for a practical solution and then the referred methodologies are assessed in terms of their capabilities, limitations and challenges for being used as a part of this solution. The approaches based on “multiple sub-flows” have shown the potential for building a robust and practical per-application profile. An overview of a blend of real-time approaches is also described.
Available online at http://onlinelibrary.wiley.com/doi/10.1002/sec.1516/full