PhD Opportunity at TU Delft: Enhancing Communication Security with ML
TU Delft offers a PhD position focused on securing joint communication and sensing networks using explainable machine learning techniques. Collaboration with top institutions and industry leaders included.
Cutting-Edge Research in Communication and Sensing
The PhD position at TU Delft is part of an ambitious project aimed at enhancing the security of joint communication and sensing (JCAS) systems, crucial for the future of 6G wireless networks. The research will involve a detailed security analysis of JCAS systems, developing robust security measures, and leveraging explainable machine learning techniques to ensure transparency and reliability in data transmission.
Key Collaborations and Research Visits
TU Delft has established partnerships with renowned research institutions and industry giants such as Nokia, Bosch, and National Instruments (NI). The selected PhD candidate will engage in two crucial research visits to KU Leuven in Belgium and NI in Dresden, Germany. These collaborations are expected to enrich the research experience and provide practical insights into cutting-edge security technologies.
Supervision by Dr. Arash Asadi
The successful candidate will be based in the Embedded Systems group of TU Delft, under the supervision of Dr. Arash Asadi. Dr. Asadi’s expertise in wireless communication and signal processing will be instrumental in guiding the research towards innovative solutions for securing JCAS systems.
Benefits of Explainable Machine Learning
Explainable machine learning (ML) techniques offer significant benefits for enhancing the security of communication systems. Unlike traditional ML models, which often operate as ‘black boxes’, explainable ML provides clear insights into how decisions are made. This transparency is crucial for identifying and mitigating potential security threats, ensuring that the communication networks are resilient against attacks.
Eligibility and Requirements
The ideal candidate for this PhD position will have a strong background in RF engineering, signal processing, mathematical modeling, or physical layer security. An excellent academic record in both Master’s and Bachelor’s degrees, along with proficiency in English, is essential. Candidates must also meet the international mobility requirement, which stipulates that they must not have resided in the Netherlands for more than 12 months in the three years preceding their recruitment by TU Delft.
Employment Conditions
TU Delft offers a competitive salary and benefits package for doctoral candidates. The starting salary is €2770 per month, increasing to €3539 in the fourth year. The position involves a four-year employment period, initially with a 1.5-year contract followed by a 2.5-year extension. Additionally, TU Delft provides a customizable compensation package, health insurance discounts, and flexible work schedules.
A Promising Future in Communication Security
This PhD position at TU Delft represents a significant opportunity for aspiring researchers to contribute to the future of secure communication networks. By working with leading experts and institutions, the candidate will be at the forefront of innovations that will shape the next generation of wireless communication systems, ensuring their security and reliability.