Internship - Leveraging Machine Learning with Security Testing

Stage Par Airbus
  • Système d'information / Urbanisation des SI
  • Toulouse
  • A négocier

Description

Internship - Leveraging Machine Learning with Security Testing

Internship - Leveraging Machine Learning with Security Testing

Airbus Toulouse

Airbus Group is a global leader in aeronautics, space and related services. In 2015, the Group - comprising Airbus, Airbus Defence and Space and Airbus Helicopters - generated revenues of € 64.5 billion and employed a workforce of around 136,600.

Our people work with passion and determination to make the world a more connected, safer and smarter place. Taking pride in our work, we draw on each other's expertise and experience to achieve excellence. Our diversity and teamwork culture propel us to accomplish the extraordinary - on the ground, in the sky and in space.

Description of the job

Airbus (Saint-Martin) is looking for an intern for a 6-month internship to work on leveraging system feedback within security testing through machine learning technics. This internship will start in January/February 2017 (subject to some flexibility).

Many tools and scripting languages are used in the frame of A/C information security testing (any A/C program).

These tests are performed:

·  On various test benches (aiming at covering functional domains of an A/C);
·  On a large set of target equipments;
·  On various types of physical network links (Ethernet, avionic specifics, fibre channel, ...).

Internships at Airbus Group

Tasks & accountabilities

Your main tasks and responsibilities will include:

·  Explore machine learning algorithms through scikit-learn, skflow and/or tensorflow libraries.
·  Study the ways to represent the SUT feedback for proper use with machine learning techniques
·  Identify the algoritms that could be used for detecting anomalies.
·  Study the ways to leverage automatically information extracted from SUT feedback within fuzz testing
·  Implement the worthwhile approaches into our in-house fuzzing framework "fuddly" (https://github.com/k0retux/fuddly).

Required skills

We are looking for candidates with the following skills and experience:

·  You are in the last year of a Master's degree in Computer Science with a strong IT/Mathematical background and looking for a 6 months internship.
·  You are specialised or have experience in Artificial Intelligence and Information Security.
·  Experience with Data Modeling, Algorithms would be desirable.
·  Experience developing / programming in C or Python (preferred languages).
·  You are autonomous and proactive and have excellent interpersonal skills.
·  You have a negotiation level in French and advanced level in English.