masterThesis
Identificação remota de sistemas operacionais utilizando análise de processos aleatórios e redes neurais artificiais
Fecha
2009-06-19Registro en:
MEDEIROS, João Paulo de Souza. Identificação remota de sistemas operacionais utilizando análise de processos aleatórios e redes neurais artificiais. 2009. 134 f. Dissertação (Mestrado em Automação e Sistemas; Engenharia de Computação; Telecomunicações) - Universidade Federal do Rio Grande do Norte, Natal, 2009.
Autor
Medeiros, João Paulo de Souza
Resumen
A new method to perform TCP/IP fingerprinting is proposed. TCP/IP fingerprinting is the process of identify a remote machine through a TCP/IP based computer network.
This method has many applications related to network security. Both intrusion and defence procedures may use this process to achieve their objectives. There are many known
methods that perform this process in favorable conditions. However, nowadays there are many adversities that reduce the identification performance. This work aims the creation
of a new OS fingerprinting tool that bypass these actual problems. The proposed method is based on the use of attractors reconstruction and neural networks to characterize and classify pseudo-random numbers generators