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Research Projects Fapesp 2022 - current About the application of Explainable Artificial Intelligence (XAI) techniques to generate images from data packets to detect anomalies in computer networks Description: FAPESP PROC 2021/05516-1 - The Internet, has brought higher complexity to the Network Man- agement area. Detecting anomalies in a network with the highest efficiency and in the shortest possible time has been the goal of many researchers, which have used Artificial Intelligence. This project aims to convert network data into images so that Convolutional Neural Net- works can be used to detect deviations in network behavior. The XAI models will bring explainability and clarity to the AI algorithms used, making it possible to understand the reasons for anomalous detection or not. |