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Data Scientist-Security in 5G Networks: Machine Learning based approaches

Postée le 26 nov.

Lieu : Nokia Paris-Saclay (Nozay 91620) · Contrat : Stage · Rémunération : N/A €

Société : Nokia Bell Labs

Over its nearly 100-year history, Nokia Bell Labs has invented many of the foundational technologies that underpin information and communication networks and all digital devices and systems. This research has resulted in nine Nobel Prizes, four Turing Awards, three Japan Prizes and a plethora of National Medals of Science and Engineering, as well three Emmys, two Grammys and an Oscar for technical innovations. Nokia Bell Labs continues to conduct disruptive research focused on solving the challenges of the new digital era and innovating the technology that will define the next industrial revolution.

Description du poste

The objective of the internship is to contribute to the deployment of machine learning based algorithms for security in 5G Radio Access Networks.

Your mission will consist in:
1. Identifying from the state-of-the-art, the most relevant security issues in 5G cellular access networks,
2. Processing available log dataset collected from simulators and real networks, in order to identify anomalies due to potential attacks
3. Identifying the most suitable candidate machine learning methods, to solve the problem
4. Validating the proposed solution(s).
At the end of this internship, this experience will allow you to reinforce and put into practice:
• Your theoretical expertise in Machine learning Algorithms,
• Your knowledge in security for mobile radio communications, especially 5G networks,
• A methodology for analysis / exploitation of large volumes of data as well as for validation of machine learning algorithms.

Profil recherché

• Study: Master, Engineer or PhD with specialization in Machine Learning and/or telecommunications.
• Programming skills in Python and machine learning libraries (e.g. Keras, PyTorch, TensorFlow)
• Knowledge of data representation, modeling and graphs
• Knowledge in wireless radio communications, telecommunication is highly recommended
• Basic knowledge of security and attack techniques is a preferred
• Great ability to create prototypes, curiosity and autonomy
• Good level in English is mandatory (Oral and written).

Pour postuler :

send your application to siwar.kriaa@nokia-bell-labs.com