Research Assistant / PhD Student (f/m/d) in the field of Security and Robustness of Machine Learning
Area of research:
Scientific / postdoctoral posts
Starting date:
14.10.2021
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
- Explainability of machine learning in computer 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.
Similar Positions
-
Ph D Position In Ai With Hpc Advancing Earth Observation Through Foundation Models, Forschungszentrum Jülich, Germany, about 3 hours ago
Your Job: You will join the Simulation and Data Lab `AI and Machine Learning for Remote Sensing`, which aims to enhance visibility in interdisciplinary research between applications from remote se...
-
Ph D Positions On Foundation Models And Deep Learning For Imaging Problems , Technical University of Munich, Germany, about 21 hours ago
19.04.2024, Wissenschaftliches Personal The Professorship of Machine Learning at the Department of Computer Engineering at TUM has open positions for a doctoral researcher (TV-L E13 100%, 3-4 yea...
-
Ph D Student In Machine Learning, Linköping University, Sweden, 3 days ago
We have the power of over 40,000 students and co-workers. Students who provide hope for the future. Co-workers who contribute to Linköping University meeting the challenges of the day. Our fundame...
-
Ph D Position On Sparse Training For Energy Efficient Deep Learning, University of Twente, Netherlands, about 18 hours ago
Vacancies PhD position on Sparse Training for Energy-Efficient Deep Learning Key takeaways The main goals of this PhD project are: Develop novel sparse training algorithms that improve the scalabi...
-
One Or More Ph D Stipends In Brain Tongue Computer Interfacing, Aalborg University, Denmark, about 23 hours ago
This job advertisement concerns a PhD study, which will focus on Brain computer interfacing and Tongue computer interfacing for computer control and it will be based at Center for rehabilitation r...
-
Ph D Position On Sparse Training For Deep Reinforcement Learning, University of Twente, Netherlands, about 18 hours ago
Vacancies PhD position on Sparse Training for Deep Reinforcement Learning Key takeaways This doctoral research will be at the intersection of sparsity and artificial intelligence. The research wil...