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Cyberspace is full of uncertainty in terms of advanced and sophisticatedcyber threats which are equipped with novel approaches to learn the system andpropagate themselves, such as AI-powered threats. To debilitate these types ofthreats, a modern and intelligent Cyber Situation Awareness (SA) system need tobe developed which has the ability of monitoring and capturing various types ofthreats, analyzing and devising a plan to avoid further attacks. This paperprovides a comprehensive study on the current state-of-the-art in the cyber SAto discuss the following aspects of SA: key design principles, framework,classifications, data collection, and analysis of the techniques, andevaluation methods. Lastly, we highlight misconceptions, insights andlimitations of this study and suggest some future work directions to addressthe limitations.

A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights