Sweden Job Openings
Chalmers
Ph.D. student position in Privacy-preserving decentralized learning
Gothenburg
October 18, 2024
About the project
Traditional machine learning requires centralizing data, posing significant privacy and security concerns. Federated learning offers a transformative solution by enabling decentralized model training without the need to share raw data, thus preserving user privacy. However, federated learning is not without vulnerabilities. Shared models are susceptible to information extraction attacks that jeopardize user privacy, and poisoning attacks by malicious clients can steer the model toward undesirable outcomes.
This project seeks to provide a fundamental understanding of the privacy and security vulnerabilities inherent in federated learning, with the ultimate aim of making it a viable option for highly sensitive sectors such as healthcare and finance. Join us in pioneering innovative solutions to these challenges and help shape the future of privacy-preserving machine learning!
Why join us?
As a Ph.D. student, you will work under the supervision of Prof. Alexandre Graell i Amat and become an integral member of a dynamic, ambitious research group specializing in privacy-preserving machine learning. Our team currently includes two Ph.D. students and one postdoc, with a second postdoc recruitment underway. You will benefit from close collaboration with AI Sweden, the Swedish national center for applied artificial intelligence, and receive co-supervision from Dr. Johan Östman at AI Sweden. Additionally, you will collaborate with leading institutions, including the Technical University of Munich (Germany) and Aalto University (Finland).
At Chalmers, you will engage in interdisciplinary research at an internationally renowned institution, exploring fields such as machine learning, information theory, and signal processing.
Read more about doctoral studies at Chalmers here.
Applicant profile
We seek candidates with:
- An M.Sc. degree corresponding to at least 240 higher education credits in Computer Science, Mathematics, Electrical Engineering, or a related field.
- A strong foundation in mathematics and machine learning.
- Excellent verbal and written communication skills in English.
- Duration: Approximately 4.5 years, including 6 months of teaching responsibilities.
- Salary: Starting gross salary of 34,550 SEK/month, increasing to 39,550 SEK/month after 2–2.5 years.
- Benefits: Comprehensive healthcare, social benefits, pension, and student housing options.
At the Department of Electrical Engineering, we conduct internationally renowned research in artificial intelligence, information and communication theory, biomedical engineering, signal processing, and image analysis. We offer a dynamic and international research environment with about 300 employees from more than 20 countries, and with extensive national and international research collaborations with academia, industry and society. The department provides more than 70 advanced courses for Ph.D. students.
Why Chalmers?
Chalmers offers a cultivating and inspiring working environment in the coastal city of Gothenburg.
Read more about working at Chalmers and our benefits for employees.
Chalmers aims to actively improve our gender balance. We work broadly with equality projects, for example the GENIE Initiative on gender equality for excellence. Equality and diversity are substantial foundations in all activities at Chalmers.
How to apply
The application should be written in English. Attach the following PDF files (maximum size 40 MB each):
- CV: Include details of previous employment and positions of trust, plus two references.
- Personal letter: 1-3 pages introducing yourself, detailing relevant experience, and outlining your goals and research interests.
- Other documents: Copies of your thesis, attested copies of education transcripts, and certificates, such as TOEFL results, if applicable.
Please note: Incomplete applications or those sent via email will not be considered.
Application deadline: November 30, 2024
Contact information
For inquiries, please contact:
Prof. Alexandre Graell i Amat
Email: alexandre.graell@chalmers.se
*** Chalmers declines to consider all offers of further announcement publishing or other types of support for the recruiting process in connection with this position. ***
Chalmers University of Technology conducts research and education in engineering sciences, architecture, technology-related mathematical sciences, natural and nautical sciences, working in close collaboration with industry and society. The strategy for scientific excellence focuses on our six Areas of Advance; Energy, Health Engineering, Information and Communication Technology, Materials Science, Production and Transport. The aim is to make an active contribution to a sustainable future using the basic sciences as a foundation and innovation and entrepreneurship as the central driving forces. Chalmers has around 11,000 students and 3,000 employees. New knowledge and improved technology have characterised Chalmers since its foundation in 1829, completely in accordance with the will of William Chalmers and his motto: Avancez!
New Job Alerts
Karolinska Institutet, doctoral positions
Doktorandplats inom klinisk epidemiologi med fokus på vaccination under graviditet
Solna
FULL TIME
November 20, 2024
View Job DescriptionAFRY
Fredrik söker en Senior Projektledare inom produktutveckling och produktion i Mälardalen
Stockholm
November 20, 2024
View Job DescriptionBusiness Sweden
Guides to the Nordic pavilion, “The Nordic Circle” at EXPO 2025 Osaka
Stockholm
November 20, 2024
View Job DescriptionElite Hotels of Sweden
HOTELLSTÄDARE / HOUSEKEEPING AGENT 20% PÅ AD ASTRA BY ELITE
Södertälje
PART TIME
November 20, 2024
View Job DescriptionJob Solution Sweden Consulting AB
CAM-beredare med erfarenhet av kompositmaterial
Linköping
FULL TIME
November 20, 2024
View Job DescriptionLooking for similar job?
Internationella Engelska Skolan
Student Assistant
Eskilstuna
PART TIME
August 24, 2024
View Job DescriptionRed Bull
Student Marketeer fokus sälj - Göteborg
Gothenburg
PART TIME
August 13, 2024
View Job DescriptionElite Hotels of Sweden
ÄR DU STUDENT OCH VILL JOBBA EXTRA? NU SÖKER VI RECEPTIONIST EXTRA VID BEHOV
Stockholm
PART TIME & CONTRACT
August 21, 2024
View Job DescriptionStockholms stad
Studentmedarbetare Kista bibliotek - Stockholms stad
Stockholm
August 13, 2024
View Job DescriptionSee What’s New: Chalmers Job Opportunities
Chalmers
Amanuens within research, Creative Coding project
Gothenburg
October 31, 2024
View Job DescriptionChalmers
PhD student in Food Science - Femented Hybrid Foods
Gothenburg
FULL TIME
October 18, 2024
View Job DescriptionChalmers
PhD student in Mining Waste Facility and Life Cycle Assessment.
Gothenburg
FULL TIME
October 18, 2024
View Job DescriptionChalmers
PhD student in electrocatalysis and carbon dioxide conversion
Gothenburg
FULL TIME
October 17, 2024
View Job DescriptionNew Job Alerts
Karolinska Institutet, doctoral positions
Doktorandplats inom klinisk epidemiologi med fokus på vaccination under graviditet
Solna
FULL TIME
November 20, 2024
View Job DescriptionAFRY
Fredrik söker en Senior Projektledare inom produktutveckling och produktion i Mälardalen
Stockholm
November 20, 2024
View Job DescriptionBusiness Sweden
Guides to the Nordic pavilion, “The Nordic Circle” at EXPO 2025 Osaka
Stockholm
November 20, 2024
View Job DescriptionElite Hotels of Sweden
HOTELLSTÄDARE / HOUSEKEEPING AGENT 20% PÅ AD ASTRA BY ELITE
Södertälje
PART TIME
November 20, 2024
View Job DescriptionJob Solution Sweden Consulting AB
CAM-beredare med erfarenhet av kompositmaterial
Linköping
FULL TIME
November 20, 2024
View Job Description