Intrusion detection system
                                                        
                                                                                                                                                                                                                                                                                                            
                                                            DNA encoding
                                                        
                                                                                                                                                                                                                                                                                                            
                                                            Feature selection
                                                        
                                                                                                                                                                                                                                                                                                            
                                                            KDD
Cup 99 dataset
                                                        
                                                                                                                                                                                                                                                                                                            
                                                            NSL-KDD dataset
                                                        
                                                                                                                                                                                         
                                                                        
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                                        Intrusion detection systems detect attacks inside computers and networks, where the detection of the attacks must be in fast time and high rate. Various methods proposed achieved high detection rate, this was done either by improving the algorithm or hybridizing with another algorithm. However, they are suffering from the time, especially after the improvement of the algorithm and dealing with large traffic data. On the other hand, past researches have been successfully applied to the DNA sequences detection approaches for intrusion detection system; the achieved detection rate results were very low, on other hand, the processing time was fast. Also, feature selection used to reduce the computation and complexity lead to speed up the system
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