Seminar Presentations
Präsentationen und Vorträge aus unseren Seminaren.
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12. März 2026
DRAMatic Speedup: Accelerating HE Operations on a Processing-in-Memory System
Speaker
Niklas Klinger
"We present DRAMatic, which implements foundational HE operations on UPMEM's PIM system with arithmetic optimizations for large parameters. Evaluated against Microsoft SEAL, DRAMatic significantly closes the runtime and energy efficiency gaps, though it remains constrained by multiplication performance and data transfer overhead."
VideoSlides
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Nele Brügge
VideoSlides
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Dennis Breutigam
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Saleh Mulhem
Video
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Niklas Zapatka
VideoSlides
Towards Learning Differentially Private Probabilistic Relational Models II
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Malte Luttermann
VideoSlides
Towards Learning Differentially Private Probabilistic Relational Models I
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Malte Luttermann
A Tale of Fully-Homomorphic Encryption and its Applications in Healthcare
21. Juni 2024
Saleh Mulhem
Optimizing for Statistical Independence using a KNN Density Estimator
23. Mai 2024
Kathleen Anderson
Feature extraction as a primer for privacy-preserving medical data analysis: Example approaches for facial video data
11. April 2024
Nele Brügge
DP Helmet: Distributed Non-Interactive Privacy-Preserving Learning of Convex Optimization problems
14. März 2024
Moritz Kirschte
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