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Debatty, T., Mees, W., Gilon, T..  2018.  Graph-Based APT Detection. 2018 International Conference on Military Communications and Information Systems (ICMCIS). :1-8.

In this paper we propose a new algorithm to detect Advanced Persistent Threats (APT's) that relies on a graph model of HTTP traffic. We also implement a complete detection system with a web interface that allows to interactively analyze the data. We perform a complete parameter study and experimental evaluation using data collected on a real network. The results show that the performance of our system is comparable to currently available antiviruses, although antiviruses use signatures to detect known malwares while our algorithm solely uses behavior analysis to detect new undocumented attacks.

Llopis, S., Hingant, J., Pérez, I., Esteve, M., Carvajal, F., Mees, W., Debatty, T..  2018.  A Comparative Analysis of Visualisation Techniques to Achieve Cyber Situational Awareness in the Military. 2018 International Conference on Military Communications and Information Systems (ICMCIS). :1-7.
Starting from a common fictional scenario, simulated data sources and a set of measurements will feed two different visualization techniques with the aim to make a comparative analysis. Both visualization techniques described in this paper use the operational picture concept, deemed as the most appropriate tool for military commanders and their staff to achieve cyber situational awareness and to understand the cyber defence implications in operations. Cyber Common Operational Picture (CyCOP) is a tool developed by Universitat Politècnica de València in collaboration with the Spanish Ministry of Defence whose objective is to generate the Cyber Hybrid Situational Awareness (CyHSA). Royal Military Academy in Belgium developed a 3D Operational Picture able to display mission critical elements intuitively using a priori defined domain-knowledge. A comparative analysis will assist researchers in their way to progress solutions and implementation aspects.