Network intrusion detection by the coevolutionary immune algorithm of artificial immune systems with clonal selection
T Salamatova, В Г Жуков · IOP Conference Series Materials Science and Engineering · 2017
The paper presents the application of the artificial immune systems apparatus as a heuristic method of network intrusion detection for algorithmic provision of intrusion detection systems. The coevolutionary immune algorithm of artificial immune systems with clonal selection was elaborated. In testing different datasets the empirical results of evaluation of the algorithm effectiveness were achieved. To identify the degree of efficiency the algorithm was compared with analogs. The fundamental rules based of solutions generated by this algorithm are described in the article.