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About 2 Woa Opt
1. The document proposes a novel feature selection method using a modified whale optimization algorithm combined with genetic operators to improve the performance of intrusion detection systems in wireless mesh networks. 2. The standard whale optimization algorithm is enhanced by adding crossover and mutation operators from genetic algorithms to overcome premature convergence and avoid getting stuck in local optima. 3. The proposed method selects informative features from network data to accurately detect intrusions using a support vector machine classifier. Its performance is evaluated on standard datasets and shown to have a better attack detection rate than the standard whale optimization algorithm and other evolutionary algorithms.
Detailed Information
| Author: | ['Sayeed Habeeb'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 8 |
| Language: | English |
| Format: | |
| Price: | FREE |
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