Benjamin Hilprecht

1. Reconstruction and Membership Inference Attacks against Generative\n Models
   2019/06/07 by Benjamin Hilprecht, Hilprecht, Benjamin, Martin Härterich +3 · 20 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
2. DeepDB: Learn from Data, not from Queries!
   2019/09/02 by Benjamin Hilprecht, Hilprecht, Benjamin, Andreas Schmidt +9 · 8 citations
   Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences
3. Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction
   2022/01/03 by Benjamin Hilprecht, Hilprecht, Benjamin, Carsten Binnig +1 · 8 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Databases (cs.DB) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
4. One Model to Rule them All: Towards Zero-Shot Learning for Databases
   2021/05/03 by Benjamin Hilprecht, Hilprecht, Benjamin, Carsten Binnig +1 · 1 citation
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Databases (cs.DB) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms