Stellenbezeichnung: Research Assistant (f/m/d) in Security and Robustness of Machine Learning
Firma:
Arbeitsort / Location: Karlsruhe, Baden-Württemberg
Job Beschreibung: Offer Description
Area of research:
Scientific / postdoctoral posts
Starting date:
07.07.2023
Job description:
The „Intelligent System Security“ research group works at the intersection of machine learning and computer security. We develop learning-based methods for attack detection on different levels or the discovery of vulnerabilities in software. Moreover, we research the robustness and security of machine learning methods themselves. Here, we are particularly looking for reinforcing our team.
Possible research topics include, but are not limited to:
- Attacks against learning-based systems
- ML backdoors
- Adversarial examples
- Model stealing
- Secure and robust learning methods
- Adversarial training
- Certified robustness
- Explainability of machine learning in computer security (XAI)
- Attacks against XAI methods
- Development of robust XAI methods
All Ph.D. students will be members of the “KIT Graduate School Cyber Security”.
This research center is part of the Helmholtz Association of German Research Centers. With more than 42,000 employees and an annual budget of over € 5 billion, the Helmholtz Association is Germany’s largest scientific organisation.
Requirements
Additional Information
Website for additional job details
Work Location(s)
Number of offers available 1 Company/Institute Karlsruher Institut für Technologie (KIT) Country Germany City Karlsruhe
Where to apply E-mail
jobportal@careerservice.kit.edu Website
Contact City
Eggenstein-Leopoldshafen Website
Street
Kaiserstraße 1276131 KarlsruheCampus Nord:Hermann-von-Helmholtz-Platz 1 Postal Code
76344 E-Mail
info@kit.edu Phone
+49 7247 82-0 Fax
+49 7247 82-5070
STATUS: EXPIRED
Gehalts Budget:
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