Information fusion for computer security: State of the art and open issues

被引:36
|
作者
Corona, Igino [1 ]
Giacinto, Giorgio [1 ]
Mazzariello, Claudio [2 ]
Roli, Fabio [1 ]
Sansone, Carlo [2 ]
机构
[1] Univ Cagliari, Dept Elect & Elect Engn, I-09123 Cagliari, Italy
[2] Univ Naples Federico II, Dipartimento Informat & Sistemist, I-80125 Naples, Italy
关键词
Computer security; Information fusion; INTRUSION DETECTION SYSTEMS; MULTIPLE CLASSIFIERS; INFRASTRUCTURE; ENSEMBLE;
D O I
10.1016/j.inffus.2009.03.001
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we critically review the issue of information fusion for computer security, both in terms of problem formulation and in terms of state-of-the-art solutions. We also analyze main strengths and weaknesses of currently used approaches and propose some research issues that should be investigated in the future. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:274 / 284
页数:11
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