Interval valued fuzzy sets based on normal forms
Fuzzy Sets and Systems
Interval-valued fuzzy sets and “compensatory AND”
Fuzzy Sets and Systems
Non-specificity and interval-valued fuzzy sets
Fuzzy Sets and Systems
Communications of the ACM
Centroid of a type-2 fuzzy set
Information Sciences: an International Journal
Artificial Immune Systems: A New Computational Intelligence Paradigm
Artificial Immune Systems: A New Computational Intelligence Paradigm
An Imunogenetic Technique To Detect Anomalies In Network Traffic
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
Immunocomputing: Principles and Applications
Immunocomputing: Principles and Applications
An immunological model of distributed detection and its application to computer security
An immunological model of distributed detection and its application to computer security
Belief, plausibility, and probability measures on interval-valued type 2 fuzzy sets
International Journal of Intelligent Systems - Granular Computing and Data Mining
An innate immune system for the protection of computer networks
WISICT '05 Proceedings of the 4th international symposium on Information and communication technologies
Architecture for an Artificial Immune System
Evolutionary Computation
Computing with words and its relationships with fuzzistics
Information Sciences: an International Journal
Revisiting LISYS: parameters and normal behavior
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Intrusion detection using sequences of system calls
Journal of Computer Security
An immunological approach to change detection: algorithms, analysis and implications
SP'96 Proceedings of the 1996 IEEE conference on Security and privacy
A sense of self for Unix processes
SP'96 Proceedings of the 1996 IEEE conference on Security and privacy
Advances in artificial immune systems
IEEE Computational Intelligence Magazine
Interval type-2 fuzzy logic systems: theory and design
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems
Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems
IEEE Transactions on Fuzzy Systems
Interval Type-2 Fuzzy Logic Systems Made Simple
IEEE Transactions on Fuzzy Systems
SDAI: An integral evaluation methodology for content-based spam filtering models
Expert Systems with Applications: An International Journal
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Abstract: This paper discusses the design and engineering of a biologically-inspired intrusion detection system, based on interval type-2 fuzzy set paradigm, for protecting computer networks. To this end, we have proposed a performance-based Artificial Immune System (AIS) that mimics the workings of an adaptive immune system and consists of a number of running artificial white blood cells, which search, recognize, store and deny anomalous behaviors on individual hosts. The proposed AIS monitors the system through analyzing the set of parameters to provide general information on its state. For the analysis, we have suggested a dynamic technique based on interval type-2 fuzzy set paradigm that enable identifying the system status - i.e. Non-Attack, Suspicious-Non-Attack, Non-Decidable, Suspicious-Attack, Attack. In conclusion, for proving the effectiveness of the suggested model, an exhaustive testing is conducted and results are reported.