Big data processing framework-based application of neural network algorithm in IDS
A neural network algorithm and big data processing technology, applied in the direction of biological neural network model, neural architecture, platform integrity maintenance, etc., can solve the problem that the processing speed and ability of intrusion detection technology are difficult to be competent, and the update and upgrade speed of security protection means cannot keep up. The problem of non-linear growth of data volume, etc., achieves the effect of powerful distributed data processing and parallel computing capabilities, improving detection accuracy, and reducing false positive rate and false negative rate.
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[0016] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
[0017] combine figure 2 As shown, the neural network must be trained before the actual work, which is a learning process for the neural network, that is, given a learning sample library and the goal to be achieved by network training as the input of the neural network module, and then using the BP algorithm to The samples in the training sample library are processed until the required training target is achieved. After training, the relevant knowledge used to ide...
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