Ciências da Computação
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Navegando Ciências da Computação por Assunto "Redes neurais artificiais"
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Monografia Acesso aberto Sistema de detecção de intrusão em redes utilizando redes neurais(2015) Beltrame, Rômullo FurtadoThis work presents a solution for intrusion detection problems in computer systems, using Artificial Neural Networks technology to generalize information and classify them according to the risk verge of an attack or invasion. It is proposed that these structures monitor the network in order to find patterns in the attacks, it can even detect new attacks. The literature review presents the main concepts and studies related to the issues addressed in the project, thus enabling the development of a software that united the strengths of various technologies in order to improve the intrusion detection today. This work fits as applied research, exploratory, qualitative and literature. The results obtained with the prototype were highly satisfactory, it reached a successful 99.78% accuracy, shown itself effective in detecting intrusion through payload analysis considering the trained exploits and the list of suspect terms. Keywords: Intrusion Detection System. Artificial Intelligence. Neural Networks. SNORT. Network intrusion detection system. System Invasion. Python.