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Macro & Micro cybersecurity: from cybersecurity culture to tailored cybersecurity

In the realm of cybersecurity and cybercrime, attackers carefully study their target to identify weak points and vulnerabilities to increase their chances to succeed. However, this is more complicated from the defensive perspective, especially when it comes to human beings whose fundamental rights must be respected. Thus, Cyber Threat Intelligence (CTI) focuses on learning more about attackers, not about our own employees; User Behaviour Analytics (UBA) are indeed used to learn more about our own employees, but may compromise privacy; and prevention and awareness campaigns are currently designed to cover a broad spectrum, not being tailored to specific needs or problems.

This research project aims to explore the relationship between cybersecurity, technology, and human factors both from a collective or macro perspective (i.e., cyberculture) and from a unique or micro perspective (i.e., each individual), duly respecting privacy (e.g., using differential privacy). Thus, the project will investigate about what the most influential technological and human factors in cybersecurity are and how cybersecurity can be measured from a collective perspective (e.g., cybersecurity culture of a given company), as well as from an individual perspective (e.g., gender, personality traits, etc.) to then develop training and technological solutions accordingly. The research will follow a data-driven approach, gathering available data as well as data collected through experiments specifically designed as part of the project, and will leverage the experience obtained in the RAYUELA project on the use of games as research tools and on the use of probabilistic machine learning (e.g., Bayesian networks and causal models) to improve the interpretability, explainability, and transparency of the data analysis.


We are looking for a motivated postdoctoral candidate to work full time in this research project. The requirements for the postdoc are:

  • PhD in Computer Science/Data Science or Computational Social Science
  • Experience researching in the intersection between cybersecurity and AI
  • Experience in human-centric cybersecurity will be valued positively
  • Experience with causal models, Bayesian methods, and AI explainability will be also valued positively

What do we offer?

The duration of the contract will depend on the duration of the strategic internal project and will be renewed annually. The initial gross salary is € 35,021.91 for the year 2023. The researcher can enjoy the services that the University offers to its staff (Sports, Cultural Activities, Library,etc.).




CV, research track records (publications, projects), cover letter, and 2 recommendation letters