In this paper, the issue on URL security detection is investigated. Considering the problems about local optimization and speed, chaotic mapping is introduced into PSO to design the optimization algorithm for BP neural network to achieve URL security detection with better performance. Some typical experimental examples are included and corresponding results display the advantage and effectiveness of the optimization algorithm proposed.
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