Kick-off of new EU Horizon Europe project dAIbetes: Digital Twins Should Improve Treatment of Type 2 Diabetes

February 13, 2024

During the kick-off meeting in Innsbruck in the end of January, the strategic research program was refined, and a detailed short-term implementation plan created. SBA Research participated in the meeting with Anastasia Pustozerova, Andrea Siposova, Daniela Martinez, and Rudolf Mayer. In a significant stride towards… Read More

Rudolf Mayer joins the Scientific Advisory Board of the Horizon Europe project Microb-AI-ome

February 12, 2024

Rudolf Mayer joins the Scientific Advisory Board of the Horizon Europe project Microb-AI-ome, and will advice the project consortium in data privacy and security in the context of federated databases and machine learning. About the project Microb-AI-ome aims to advance early identification of colorectal cancer… Read More

Distance-based Linkage of Personal Microbiome Records for Identification and its Privacy Implications

January 1, 2024

In the paper, we explore privacy attacks via linkage of samples of human microbiome, and extend on the current threat landscape by a more effective linkage attack. We further discuss mitigation actions. Our paper was published in “Computers & Security“, a Q1 ranked journal by… Read More

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

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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.

Tag: MLDM

Kick-off of new EU Horizon Europe project dAIbetes: Digital Twins Should Improve Treatment of Type 2 Diabetes

Rudolf Mayer joins the Scientific Advisory Board of the Horizon Europe project Microb-AI-ome

Distance-based Linkage of Personal Microbiome Records for Identification and its Privacy Implications

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.

Tag: MLDM

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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.