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Towards a Toolbox for Automated Assessment of Machine-Actionable Data Management Plans

August 28, 2023

The article discusses potential strategies for automation of assessment of data management plans so that researchers and funders can receive quick feedback on the quality and FAIRness of planned or executed actions. The results presented on the paper will have impact on the new features developed in the… Read More

FeatureCloud: The new privacy-friendly platform for federated machine learning in healthcare

July 20, 2023

SBA Research has been involved in the international research project FeatureCloud since 2019. The “featurecloud.ai” platform is revolutionizing the field of machine learning in healthcare by enabling biomedical researchers* to build models and collaborate without having to share primary data. FeatureCloud is a breakthrough… Read More

I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

July 17, 2023

Our article “I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences” by Daryna Oliynyk, Rudolf Mayer and Andreas Rauber, researchers at SBA Research, was just published by ACM Computing Surveys. The… Read More

Rudolf Mayer @Vienna Deep Learning MeetUp

May 11, 2023

On the 4th of May, Rudolf Mayer gives a talk on Security of Machine Learning / Artificial Intelligence at the Vienna Deep Learning Meetup. With machine learning increasingly being deployed within (semi-)autonomous systems and thus permeating our daily… Read More

MLDM at Social Artificial Intelligence Night (SAINT)

March 31, 2023

On March the 24th, ten researchers of the Machine Learning and Data Management (MLDM) Group at SBA Research participated in the annual “Social Artificial Intelligence Night” (SAINT) organised and hosted by FH St. Pölten. As part of the… Read More

SBA Research is a research center for Information Security
funded partly by the national initiative for COMET Competence Centers for Excellent Technologies.

Tag: MLDM

Towards a Toolbox for Automated Assessment of Machine-Actionable Data Management Plans

FeatureCloud: The new privacy-friendly platform for federated machine learning in healthcare

I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

Rudolf Mayer @Vienna Deep Learning MeetUp

MLDM at Social Artificial Intelligence Night (SAINT)

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SBA Research is a research center for Information Security funded partly by the national initiative for COMET Competence Centers for Excellent Technologies.