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    • CYSAS-S3: a novel dataset for validating cyber situational awareness related tools for supporting military operations 

      Daton Medenou, Roumen ; Calzado Mayo, Victor Manuel; Garcia Balufo, Miriam; Páramo Castrillo, Miguel; González Garrido, Francisco José; Luis Martinez, Alvaro; Nevado Catalán, David; Hu, Ao; Sandoval Rodriguez-Bermejo, David; Maestre Vidal, Jorge; Pasqual de Riquelme, Gerardo Ramis; Berardi, Antonio; De Santis, Paolo; Torelli, Francesco; Llopis Sánchez, Salvador (ACM International Conference Proceeding Series, 2020)
      The lack of suitable datasets and evaluation processes entails one of the most challenging gaps on the digital transformation era, where data-driven solutions like machine learning algorithms constitute a key pillar of the ...

    • Evaluation methodology for mission-centric cyber situational awareness capabilities 

      Sandoval Rodriguez-Bermejo, David; Daton Medenou, Roumen ; Pasqual de Riquelme, Gerardo Ramis; Maestre Vidal, Jorge; Torelli, Francesco; Llopis Sánchez, Salvador (ACM International Conference Proceeding Series, 2020)
      The emerging need for cyber defence capabilities able to bring closer cyberspace supremacy in joint military operations has led defence practitioners to begin a cyber race where academy, researchers, industry and military ...

    • Introducing the CYSAS-S3 Dataset for Operationalizing a Mission-Oriented Cyber Situational Awareness 

      Medenou Choumanof, Roumen Daton; Llopis Sánchez, Salvador; Calzado Mayo, Victor Manuel; Garcia Balufo, Miriam; Páramo Castrillo, Miguel; González Garrido, Francisco José; Luis Martinez, Alvaro; Nevado Catalán, David; Hu, Ao; Rodriguez-Bermejo, David Sandoval; Pasqual De Riquelme, Gerardo Ramis; Sotelo Monge, Marco Antonio; Berardi, Antonio; De Santis, Paolo; Torelli, Francesco; Maestre Vidal, Jorge (Sensors, 2022)
      The digital transformation of the defence sector is not exempt from innovative requirements and challenges, with the lack of availability of reliable, unbiased and consistent data for training automatisms (machine learning ...

    • Tackling Verification and Validation Techniques to Evaluate Cyber Situational Awareness Capabilities 

      Llopis Sánchez, Salvador; Sandoval Rodriguez-Bermejo, David; Medenou Choumanof, Roumen Daton; Pasqual de Riquelme, Ramis; Torelli, Francesco; Maestre Vidal, Jorge (Mathematics, 2022)
      Since cyberspace was identified as a domain of operations, defence practitioners started a race with academy, researchers, and industry and military organizations working together towards defining related lines of capability ...