Informatics
[Closed]
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
[Closed]
Centre
Artificial Intelligence and Decision Support
Scientific Advisor
João Vinagre