Dec 24, 2015 · AIS is used to detect malwares and gets some exciting results. The most known AIS model is negative selection algorithm (NSA) and it can only ...
AIS is used to detect malwares and gets some exciting results. The most known AIS model is negative selection algorithm (NSA) and it can only use normal samples ...
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What is a negative selection algorithm?
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A malware detection model based on a negative selection algorithm with a penalty factor is proposed to overcome the drawback of traditional negative selection ...
AIS is used to detect malwares and gets some exciting results. The most known AIS model is negative selection algorithm (NSA) and it can only use normal samples ...
Experimental results confirm that the proposed malware detection model achieves a better true positive rate on completely unknown malware and a better ...
Negative selection is a T-cell inspired algorithm. Initial works in AIS mapped these features to detect viruses, worms, and intrusions in computers and ...
Nov 26, 2010 · The model classifies suspicious programs as malware and benign programs by matching values of the suspicious programs with MDSL1 and MDSL2.
There are three typical algorithms in AIS: negative selection algorithm (NSA), clonal selection algorithm, and immune network model. Immune-based malware ...
An Extended Negative Selection Algorithm for Unknown Malware ...
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Experimental results show that the variable-sized self-radius NSA is an efficient method to detect unknown malwares and has better detecting ability than the ...
The model classifies suspicious programs as malware and benign programs by matching values of the suspicious programs with MDSL1 and MDSL2. Introduction of a ...