Introducing the SprintML Lab

We are the SprintML lab with a research focus on Secure, Private, Robust, INterpretable, and Trustworthy Machine Learning. The lab is jointly led by Professors Adam Dziedzic & Franziska Boenisch. We are located at the CISPA Helmholtz Center for Information Security in Saarbrücken, Germany. Get to know our team and find out about our latest research.

Join SprintML!

We are currently hiring Ph.D. students, Postdocs, and Research Interns with a research focus in one or multiple of the following areas:

• Secure and Robust Machine Learning
• Privacy-Preserving Machine Learning
• Distributed and Federated Learning
• Machine Learning Model Confidentiality
• Trustworthy Language Processing

If you are interested in working with us, please check our open positions.

Past Updates

• January 16 2024: Check our new paper accepted at ICLR 2024 on memorization in self-supervised learning!
• October 29 2023: The best poster award at MLinPL for our work on B4B (Bucks for Buckets) Active Defenses against Stealing Self-Supervised Models.
• September 21 2023: Check our new paper accepted at NeurIPS 2023 on active defenses against stealing of SSL encoders!
• September 21 2023: Check our new paper accepted at NeurIPS 2023 on P2P collaborative learning secure against malicious servers and robust to malicious clients!
• September 21 2023: Check our new paper accepted at NeurIPS 2023 on individualized DP-SGD!
• September 21 2023: Check our new paper accepted at NeurIPS 2023 on privacy for prompts!
• September 21 2023: Check our 4 new papers accepted to NeurIPS.
• May 25 2023: Only 99 days until the SprintML lab will launch at CISPA.