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Research Opportunity
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Research Opportunity



Work description

- Study the state of the art on machine learning algorithms for network traffic analysis, in particular Reinforcement Learning methods; - Experiment with Machine Learning methods to improve traffic analysis tasks, such as signal separation, fingerprinting, and flow correlation; - Implement algorithms in a platform for network traffic analysis; - Evaluate the system in the proposed problems; - Develop an MSc project proposal;

Academic Qualifications

- Degree in Computer Science, Informatics, systems Engineering or similar area

Minimum profile required

- knowledge of applied artificial intelligence, proven by university academic curriculum or participation in research projects.

Preference factors

- knowledge on communication networks; - experience with network traffic analysis; - experience in research project(s).

Application Period

Since 28 Jul 2022 to 31 Aug 2022


Cluster / Centre

Computer Science / Artificial Intelligence and Decision Support

Scientific Advisor

João Vinagre