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Cyber Threat Detection based on Artificial Neural Networks using Event Profiles
2019
IEEE Access
One of the major challenges in cybersecurity is the provision of an automated and effective cyber-threats detection technique. In this paper, we present an AI technique for cyber-threats detection, based on artificial neural networks. The proposed technique converts multitude of collected security events to individual event profiles and use a deep learning-based detection method for enhanced cyber-threat detection. For this work, we developed an AI-SIEM system based on a combination of event
doi:10.1109/access.2019.2953095
fatcat:xnbf6scmkbfw5ioivgvkrintu4