Watermarking IA pour protéger les réseaux de neurones

Strategic Micro Systems of NJ, LLC.; Rousset-Serre-Ponçon; Vor Ort; EUR 8.900 - 13.000; Vollzeit

Zusammenfassung

STMicroelectronics invites applicants to join our embedded security R&D team for a 6-month internship focused on watermarking techniques for Deep Neural Networks. You will explore model ownership protection for AI-based systems and evaluate trade-offs between accuracy, latency, area and power on microcontroller-based platforms.

This role blends machine learning, security and embedded experimentation and offers the opportunity to contribute to cutting-edge research, with potential paths toward a

Qualifikationen

• Master degree in computer science or related field.
• Knowledge in deep learning.
• Skills in Python and embedded systems.
• Proactivity, autonomy and teamwork.
• Written and spoken English.

Aufgaben

• Investigate watermarking techniques for Deep Neural Networks.
• Aim to assert model ownership and protect AI-based systems.
• Balance accuracy, latency, area and power consumption.
• Perform state-of-the-art review and evaluate robustness on microcontroller platforms.
• Collaborate within an embedded security R&D team.

Kenntnisse

Deep learning

Python

Embedded systems

Proactivity

Autonomy

Teamwork

English (written & spoken)

Ausbildung

Master degree in computer science

Jobbeschreibung

STMicroelectronics invites applicants to join our embedded security R&D team for a 6-month internship focused on watermarking techniques for Deep Neural Networks. You will explore model ownership protection for AI-based systems and evaluate trade-offs between accuracy, latency, area and power on microcontroller-based platforms.

This role blends machine learning, security and embedded experimentation and offers the opportunity to contribute to cutting-edge research, with potential paths toward a