INTERNSHIP - Use of Side-channel/Deep Learning techniques against complex embedded systems - M/F

36 Minutes ago • All levels
Cyber Security

Job Description

This internship, located in La Ciotat, focuses on exploring and testing various noise reduction methods within the context of real laboratory side-channel attacks on secure circuits. The goal is to evaluate their relevance for statistical side-channel attacks (CPA, DPA) on new generations of integrated circuits. The role involves bibliographic study, practical attack execution, and comparative analysis of signal processing and deep learning techniques.
Must Have:
  • Conduct bibliographic study of signal processing techniques for side-channel analysis.
  • Collect and perform side-channel attacks on advanced circuits using measurement instruments.
  • Apply signal processing and deep-learning techniques for side-channel attack comparison.
  • 6-month internship at Bac+5 level in computer science, electronics, or cybersecurity.
  • Specialization in signal processing, embedded systems, cryptography, or IT security.
  • Experience with Python (numpy, scipy, scikit-learn), Deep Learning.
  • Knowledge of FFT, filtering, demodulation.
  • Familiarity with laboratory tools (Oscilloscope, spectrum analyzer).
Perks:
  • Access to technological expertise
  • Focus on employee work-life balance
  • Inclusive and benevolent work environment
  • Recognized societal and environmental commitment (Thales Solidarity, CAC 40 ESG)
  • Regulated and remunerated internships based on study level
  • Company committed to diversity and talent recognition (Handi-Engaged)

Add these skills to join the top 1% applicants for this job

communication
game-texts
cryptography
numpy
scikit-learn
deep-learning
python

Let's build a future of trust together

Thales is a global high-tech leader specializing in three sectors: Defense & Security, Aerospace & Space, and Cyber & Digital. It develops products and solutions that contribute to a safer, more environmentally friendly, and more inclusive world. The Group invests nearly 4 billion euros per year in Research & Development, particularly in key innovation areas such as AI, cybersecurity, quantum, cloud technologies, and 6G. Thales has nearly 81,000 employees in 68 countries.

Our commitments, your benefits

  • Our technological expertise
  • Our attention to employee balance
  • An inclusive and benevolent environment
  • Recognized societal and environmental commitment (Thales Solidarity, CAC 40 ESG…)

Your daily life

By joining us in La Ciotat, you will integrate a site ideally located on the Mediterranean coast, within an international environment bringing together our digital identity and security activities.

This internship proposes to explore several noise reduction methods, test them in the context of a real laboratory attack on state-of-the-art secure circuits, and finally conclude on their relevance in the context of statistical side-channel attacks (CPA, DPA).

During this internship, you will:

  • Conduct a bibliographic study of existing signal processing techniques in the context of side-channel analysis.
  • Collect and perform side-channel attacks on advanced circuits using several types of measurement instruments (electromagnetic probe, current probe…).
  • Apply multiple techniques ranging from simple signal processing to advanced deep-learning methods to compare the best signal processing techniques in the context of side-channel attacks on new generations of secure integrated circuits.

Your profile

Your priority is to obtain a 6-month internship at Bac+5 level in the field of computer science, electronics, and cybersecurity specializing in signal processing, embedded systems, cryptography, or IT security.

You have experience in:

  • Python (numpy, scipy, scikit-learn), Deep Learning
  • FFT, filtering, demodulation
  • Laboratory tools (Oscilloscope, spectrum analyzer…)

Are your curiosity, sense of service, and good interpersonal skills recognized assets?

Then this position is for you!

All our internships are regulated and subject to remuneration, the amount of which is determined according to your level of study.

Thales, a Handi-Engaged company, recognizes all talents. Diversity is our best asset. Apply and join us!

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