Postdoctoral Researcher in Machine Learning: The University of Luxembourg is seeking a highly motivated and skilled Postdoctoral Researcher to join our Interdisciplinary Centre for Security, Reliability and Trust (SnT). This position aims to advance cutting-edge research in optimizing machine learning techniques for enhancing physical layer security in 6G wireless communication systems.
Title: Postdoctoral Researcher in Machine Learning Optimization for Secure 6G Physical Layer
Designation:
Research Associate (Postdoc)
Research Area:
- Machine Learning (AI/ML)
- Physical Layer Security
- Wireless Communication Systems (including UAV and 6G networks)
Location:
Kirchberg Campus, University of Luxembourg
Eligibility/Qualification:
- PhD in Telecommunication Engineering, Electrical Engineering, Computer Science/Engineering, or a related field.
- Proven expertise in physical layer security, particularly in UAV communications.
- Experience with adversarial training and robustness techniques in machine learning.
- Practical knowledge of communication hardware such as USRP/SDRs.
- A strong publication record in relevant international conferences and journals, including at least one publication in an IEEE Transaction.
- Proficiency in programming languages such as Python (TensorFlow, PyTorch), MATLAB, and optionally C/C++.
- Excellent written and verbal communication skills in English.
Job Description:
The successful candidate will contribute to the XTRUST-6G project focused on enhancing physical layer security in satellite and wireless communication systems using AI and ML techniques. Responsibilities include:
- Developing machine learning-based solutions for securing UAV-enabled communication networks.
- Investigating adversarial training frameworks to protect machine learning models against intentional threats.
- Designing and implementing anti-jamming methods for UAV communication systems.
- Creating software and hardware testing environments for real-time validation of proposed techniques.
- Demonstrating system feasibility and performance using platforms like USRP/SDR-based testbeds.
- Contributing to research proposals and publications, as well as assisting PhD students.
How to Apply:
Interested candidates should submit their applications online through the University of Luxembourg’s HR system. Applications should include:
- Curriculum Vitae (CV)
- Detailed educational background (degrees, institutions, graduation dates, and thesis summaries).
- List of publications (co-authors, titles, journal/conference names, and publication dates).
- A cover letter outlining motivations and specific research interests.
Last Date to Apply:
Applications will be accepted on a rolling basis until the position is filled. Early applications are encouraged.
For further inquiries, please contact Dr. Jorge Querol (Jorge.Querol@uni.lu) or Dr. Marcele Kuhfuss (marcele.kuhfuss@uni.lu).
This job post is designed to attract qualified candidates to a leading research position focusing on innovative technologies in secure communication systems at the University of Luxembourg.
