Post-Doctoral research in Network and Telecommunications Systems (W/M)
Localisation: Télécom SudParis,
19 Place Marguerite Perey, Palaiseau 91120, FRANCE
(near Paris)
Entity/Service: Télécom SudParis / “Réseaux et Systèmes de Télécommunications » Department (RST)
Position of supervisor: Head of the Department
Contract type One-year fixed-term contract (renewable)
Candidature deadline: April, 17th, 2020
Contact person : Mr. Grégory BLANC, gregory.blanc@telecom-sudparis.eu
To apply :
- Motivation Letter
- Resume
- To send to: recrutements@imtbs-tsp.eu or Telecom SudParis, DRH, 9 Rue Charles Fourier, 91000 Evry FRANCE
Missions
The main goal is to propose new methods to assess IDS and SIEM solutions that leverage machine/deep learning or not, including methodologies, metrics and existing tools.
The job activities include, but are not limited to:
- state of the art of intrusion detection and alert correlation, and the related assessment methods, with a focus on robustness
- design of metrics to assess the robustness of the proposed model
- assessment methods to evaluate robustness of approaches leveraging generative adversarial networks (GAN) or deep learning, in the face of asymmetric traffic datasets; special focus on legitimate/malicious traffic generation using generative models
- design of a multi-objective optimisation model to evaluate the robustness of IDS and SIEM
