A PhD Position on Security and Intelligence on Representation and explanations for hybrid intelligence of security decision

A PhD Position on Security and Intelligence on Representation and explanations for hybrid intelligence of security decision

Published Deadline Location
29 Sep yesterday Amsterdam

You cannot apply for this job anymore (deadline was yesterday).

Browse the current job offers or choose an item in the top navigation above.

Do you have a background in Artificial Intelligence, Computer Science, Engineering, or Security? Are you interested in doing a PhD with multi-disciplinary collaborations on AI and Security? Please apply at Vrije Universiteit.

Job description

Vrije Universiteit, a highly ranked university, will start a multi disciplinary research project on 'Hybrid Explainable Workflows for Security and Threat Intelligence' and is looking for three PhD students; one focusing on formal reasoning about security and threat intelligence (this one) one on automated analysis of uncertainty and another one on experimental validation. Please check VU vacancy website for the other two PhD positions.

The PhD students at VU will work closely together with our colleagues at TU Delft University and Leiden University working on governance and public policy. The students will also work in close collaboration with Thales and TNO where part of the research will be carried out.

Project: Security Threat Intelligence hybrid workflows

For security threat intelligence humans and artificial intelligence collaborate to obtain actionable intelligence. Their sources and methods often have significant uncertainties and biases. Experts are aware of such limitations but lack formal means to handle these uncertainties in their daily work. You will collectively work towards the high-level goals of building a ``metadata of uncertainty'' for threat intelligence (in both machine-readable and also human-interpretable forms) and validating it empirically. Intelligence agencies could then explicitly reason about the trade-off between accuracy, proportionality, privacy and cost-effectiveness of investigations. This contributes to using AI for better security and securing AI for a better society.

Your duties
  • To contribute towards solving a key scientific challenge in the area of security and intelligence
  • To model a new (graph-based) representation that captures several types and operations of uncertainty that are intrinsic to the domain of threat intelligence, as well as the provenance of decisions made.
  • To define and formalise the analysis of key properties that enable, among other, a sound reasoning about: i) alternative actions (what-if-analysis) under uncertain conditions, ii) assurance of proportionality of actions in threat intelligence scenarios
  • To work part of a team of fellow researchers and students, share research ideas, results, and effectively communicate progress to produce top quality results
  • To develop the necessary empirical protocols and measures and package them for broader impact (e.g., for study replications from other research fields or by industry and public administration partners)
  • Writing scientific publications as the main driving force and as co-author, attending international conferences and workshops to present own work and maintain up-to date with latest research findings
  • Support educational activities related to one's research field.

Specifications

Vrije Universiteit Amsterdam (VU)

Requirements

We are looking for applicants who have an outstanding education that is roughly equivalent to a MSc in Artificial Intelligence, Computer Science, Security, Software Engineering, or other related topics with a proven interest in any of the above areas. We accept applications from students who have not yet completed their master thesis but plan to do so within a few months.

Essential requirements:
  • MSc degree in Artificial Intelligence, Computer Science, Security, Software Engineering, or related field OR ongoing Master student close to completion (few months)
  • Experience with HCI or Cognitive Science / Psychology would be useful
  • A keen interest in interdisciplinary research in AI for a better security and securing AI for a better society
  • Fluency in speaking and writing in the English language and good communication skills (interpersonal and presentation skills)
  • Strong background in formal methods and knowledge representation
  • Solid knowledge of modelling and reasoning technologies (e.g., specification languages, semantic technologies, knowledge graphs, model checkers, modelling uncertainty etc.)
  • (Ideally) Some experience or interest in modelling and verifying security properties
  • (Ideally) Some experience or interest in provenance graphs
  • A pre-employment screening can be part of the selection procedure

Conditions of employment

Fixed-term contract: 18 months.

A challenging position in a socially involved organization. The salary will be in accordance with university regulations for academic personnel and amounts €2.541 (scale phd) per month during the first year and increases to €3.247 (scale phd) per month during the fourth year, based on a full-time employment. The job profile: is based on the university job ranking system and is vacant for at least 1 FTE.

The appointment will initially be for 18 months. After a satisfactory evaluation of the initial appointment, the contract will be extended for a duration of 4 years.
Additionally, Vrije Universiteit Amsterdam offers excellent fringe benefits and various schemes and regulations to promote a good work/life balance, such as:
  • a maximum of 41 days of annual leave based on full-time employment,
  • 8% holiday allowance and 8.3% end-of-year bonus
  • a wide range of sports facilities which staff may use at a modest charge
  • contribution to commuting expenses

Employer

Vrije Universiteit Amsterdam

The ambition of Vrije Universiteit Amsterdam is clear: to contribute to a better world through outstanding education and ground-breaking research. We strive to be a university where personal development and commitment to society play a leading role. A university where people from different disciplines and backgrounds collaborate to achieve innovations and to generate new knowledge. Our teaching and research encompass the entire spectrum of academic endeavor - from the humanities, the social sciences and the natural sciences through to the life sciences and the medical sciences.

Vrije Universiteit Amsterdam is home to more than 30,000 students. We employ over 5,500 individuals. The VU campus is easily accessible and located in the heart of Amsterdam's Zuidas district, a truly inspiring environment for teaching and research.

Diversity
We are an inclusive university community. Diversity is one of our most important values. We believe that engaging in international activities and welcoming students and staff from a wide variety of backgrounds enhances the quality of our education and research. We are always looking for people who can enrich our world with their own unique perspectives and experiences.

The Faculty of Science
The Faculty of Science inspires researchers and students to find sustainable solutions for complex societal issues. From forest fires to big data, from obesity to medicines and from molecules to the moon: our teaching and research programmes cover the full spectrum of the natural sciences. We share knowledge and experience with leading research institutes and industries, both here in the Netherlands and abroad.

Working at the Faculty of Science means working with students, PhD candidates and researchers, all with a clear focus on their field and a broad view of the world. We employ more than 1,250 staff members, and we are home to more than 11,000 students.

Specifications

  • PhD
  • 30.4—38 hours per week
  • €2541—€3247 per month
  • University graduate
  • 12776

Employer

Vrije Universiteit Amsterdam (VU)

Learn more about this employer

Location

De Boelelaan 1105, 1081HV, Amsterdam

View on Google Maps

Interesting for you