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