Phd Positions in Private, Secure and Trustworthy

vor 6 Monaten

Sankt Ingbert, Deutschland CISPA – Helmholtz-Zentrum für Informationssicherheit gGmbH Vollzeit

**_St. Ingbert_**_, _**_Deutschland_**_ _**
**Our current projects include designing, implementing, and analyzing **privacy frameworks for large language models**, studying **privacy leakage in self-supervised vision encoders** from both a theoretical and attack-driven perspective, protecting confidentiality for generative and non-generative machine learning models by proposing **defenses against model extraction**, and assessing general trustworthiness aspects of state of the art machine learning frameworks, including **adversarial robustness, biases, and intellectual property protection.**

**What we offer**:

- Competitive full time-gross base salary for E13 according to the scale of the TVöD (German Federal Employment Agreement)
- Comprehensive benefits package that includes health insurance coverage, 30 days of paid vacation and a robust pension scheme.
- Possibilities for personal and professional growth, encompassing language classes, research support, as well as extracurricular and social activities
- Our onboarding team will provide you with all the necessary support for a seamless and successful start to your journey with us

**What we expect**:

- You have solid programming skills in Python and prior experience in one of Python’s machine learning libraries, preferably PyTorch.
- You have completed some coursework on machine learning during their studies and bring a solid base knowledge around the topic.
- We maintain a trustworthy, inclusive, and safe space and are looking for curious and creative new colleagues willing to learn & grow in an enjoyable and friendly team atmosphere.
- Excellent English, but no German CISPA is an international research institute. Knowing German is really not necessary, although daily life is a bit smoother if you speak a few words and if you want to learn German, we offer free courses.
- We promote a flat hierarchy that encourages working together as a cohesive team and contributing one’s perspectives and ideas.
- We offer an excellent research environment with close individual supervision, worldwide collaborations, and with significant funding for travel and equipment.
- Our location St. Ingbert is near Saarbrücken which is a city with international flair (e.g., an International School and distinguished cuisine influenced by the proximity to the French border). The city is also known for its green spaces, parks and proximity to nature, providing opportunities for relaxation and outdoor activities.

**If you want to learn more about Franziska and her work at CISPA, check out this short blog post.**:

Discover more

**If you want to learn more about Adam's work, check out this Youtube channel.**:

Show me to his video

**Application Process**:
**About CISPA**:
CISPA Helmholtz Center for Information Security is a German national Science Institution within the Helmholtz Association and provides a unique work environment that offers the advantage of a university department and a research laboratory alike. CISPA's mission is to rethink the digitized world of the future from the ground on up an make it safer through innovative cutting-edge research. CISPA is committed to the highest international academic standards. We offer a world-class research environment that grants extensive resources to a wide range of researchers and constitutes an attractive destination for the best talents and scientists from all countries. CISPA provides a highly international and diverse working environment, currently hosting researchers of over 40 nationalities.

CISPA headquarter is located in Saarbrücken, in the tri-border area of Germany, France and Luxembourg. The CISPA campus is located close to Saarland University, which is known for its excellence in Computer Science, the Max Planck Institute for Informatics, the Max Planck Institute for Software Systems, and the German Research Center for Artificial Intelligence (DFKI).
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