Artificial intelligence techniques have grown rapidly in recent years, and their applications in practice can be seen in many fields, ranging from facial recognition to image analysis. In the cybersecurity domain, AI-based techniques can provide better cyber defense tools and help adversaries improve methods of attack. However, malicious actors are aware of the new prospects too and will probably attempt to use them for nefarious purposes. This survey paper aims at providing an overview of how artificial intelligence can be used in the context of cybersecurity in both offense and defense.

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In this paper, we propose a new method named Pareto-based self-organizing migrating algorithm (SOMA Pareto), in which the algorithm is divided into the Organization, Migration, and Update processes. The important key in the Organization process is the application of the Pareto Principle to select the Migrant and the Leader, increasing the performance of the algorithm. The adaptive PRT, Step, and PRTVector parameters are applied to enhance the ability to search for promising subspaces and then to focus on exploiting that subspaces. Based on the testing results on the well-known benchmark suites such as CEC'13, CEC'15, and CEC'17, the superior performance of the proposed algorithm compared to the SOMA family and the state-of-the-art algorithms such as variant DE and PSO are confirmed. These results demonstrate that SOMA Pareto is an effective, promising algorithm.

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Figure 6. It did not show any significant difference with melts, so that its solubility in the electrolyte is a matter of interest. Although there are measurements reported in hexagonal structures along with free spaces as that shown by pure CoSO 4 solution, and there was no apparent effect the literature, they are of very limited utility, because, as Dewing and Thonstad [1] have pointed out, it is necessary on the particle size distribution. The major planes obtained from an XRD analysis were ͗100͘, ͗101͘, and ͗110͘ and to control the oxygen potential in the system to obtain meaningful results. All the measurements reported here were also not affected by the presence of MgSO 4 . therefore were made under one atmosphere of oxygen. Four sets of measurements were made: cryoscopic deter-

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