PhD position: Security and Robustness of Machine Learning

The position is fully funded with the German salary level TV-L 13 (100%) and should be filled at the soonest possible date. In the beginning, the position is limited to 18 months, but we offer the possibility of funding the entire duration of the PhD.

Application up to: January 17th 2021

Research

The "Intelligent System Security" research group works on the application of machine learning in the area of computer security. We develop learning-based methods for attack detection on different levels or the discovery of vulnerabilities in software and embedded devices. Another central and very important subject of our research is the robustness and security of machine learning methods themselves. Here, we are particularly looking for reinforcement.

Your Profile

You have a Diploma or Master's degree in computer science or any related field. You also require very good knowledge in machine learning and ideally computer security. Above all, however, you need to show enthusiasm for conducting research on cutting-edge topics in machine learning and computer security.

Field of Work

Possible research topics include, but are not limited to:

  • Secure and robust learning methods
  • Attacks against learning-based systems
  • Robust learning on limited hardware (e.g., embedded systems, IoT)
  • Explainability of machine learning in computer security

Application

Please send your application including a cover letter, your CV, and all certificates/references to . Make sure to point out why you are a good fit for us and research in the field of security of machine learning.

We strive for a diverse research team and ask people from all nations to join us. Moreover, qualified women are strongly encouraged to apply. Disabled persons with equivalent aptitude will be favored.