Rudolf Mayer

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 57

Top Venues

Publications

Fajar J. Ekaputra, Andreas Ekelhart, Rudolf Mayer, Tomasz Miksa, Tanja Sarcevic, Sotirios Tsepelakis, Laura Waltersdorfer
Semantic-enabled architecture for auditable privacy-preserving data analysis. Semantic Web 15 (3) (2024)
Markus Wurzenberger, Stephan Krenn, Max Landauer, Florian Skopik, Cora Perner, Jarno Lötjönen, Jani Päijänen, Georgios Gardikis, Nikos Alabasis, Liisa Sakerman, Kristiina Omri, Juha Röning, Kimmo Halunen, Vincent Thouvenot, Martin Weise, Andreas Rauber, Vasileios Gkioulos, Sokratis K. Katsikas, Luigi Sabetta, Jacopo Bonato, Rocío Ortíz, Daniel Navarro, Nikolaos Stamatelatos, Ioannis Avdoulas, Rudolf Mayer, Andreas Ekelhart, Ioannis Giannoulakis, Emmanouil Kafetzakis, Antonello Corsi, Ulrike Lechner, Corinna Schmitt
NEWSROOM: Towards Automating Cyber Situational Awareness Processes and Tools for Cyber Defence. ARES (2024)
Tanja Sarcevic, Alicja Karlowicz, Rudolf Mayer, Ricardo Baeza-Yates, Andreas Rauber
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI. CoRR (2024)
Rudolf Mayer, Markus Hittmeir, Andreas Ekelhart
Distance-based linkage of personal microbiome records for identification and its privacy implications. Comput. Secur. 136 (2024)
Tanja Sarcevic, Rudolf Mayer, Philipp Adler
Achieving Privacy and Tracing Unauthorised Usage: Anonymisation-based Fingerprinting of Private Data. BigData (2023)
Anastasia Pustozerova, Jan Baumbach, Rudolf Mayer
Analysing Utility Loss in Federated Learning with Differential Privacy. TrustCom (2023)
Andrea Siposova, Rudolf Mayer, Matthias Schlögl, Jasmin Lampert
Supporting Landslide Disaster Risk Reduction Using Data-driven Methods. ERCIM News 2023 (135) (2023)
Isabell Lederer, Rudolf Mayer, Andreas Rauber
Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks. CoRR (2023)
Nina Niederhametner, Rudolf Mayer
Protecting Multiple Sensitive Attributes in Synthetic Micro-data. BigData (2023)
Yana Sakhnovych, Richard Röttger, Rudolf Mayer
A Comparison of Federated Aggregation Strategies and Architectures for Next-word Prediction. BigData (2023)
Rudolf Mayer, Alicja Karlowicz, Markus Hittmeir
k-Anonymity on Metagenomic Features in Microbiome Databases. ARES (2023)
Borna Feldsar, Rudolf Mayer, Andreas Rauber
Detecting Adversarial Examples Using Surrogate Models. Mach. Learn. Knowl. Extr. 5 (4) (2023)
Anastasia Pustozerova, Jan Baumbach, Rudolf Mayer
Differentially Private Federated Learning: Privacy and Utility Analysis of Output Perturbation and DP-SGD. BigData (2023)
Daryna Oliynyk, Rudolf Mayer, Andreas Rauber
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences. ACM Comput. Surv. 55 (14s) (2023)
Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart
Distance-based Techniques for Personal Microbiome Identification✱. ARES (2022)
Andrea Milakovic, Rudolf Mayer
Combining Defences Against Data-Poisoning Based Backdoor Attacks on Neural Networks. DBSec (2022)
Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart
Efficient Bayesian Network Construction for Increased Privacy on Synthetic Data. Big Data (2022)
Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart
Utility and Privacy Assessment of Synthetic Microbiome Data. DBSec (2022)
Florian Nuding, Rudolf Mayer
Data Poisoning in Sequential and Parallel Federated Learning. IWSPA@CODASPY (2022)
Rudolf Mayer, Andreas Ekelhart
Macro-level Inference in Collaborative Learning. CODASPY (2022)
Aleksandar Jankovic, Rudolf Mayer
An Empirical Evaluation of Adversarial Examples Defences, Combinations and Robustness Scores. IWSPA@CODASPY (2022)
Daryna Oliynyk, Rudolf Mayer, Andreas Rauber
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences. CoRR (2022)
Majlinda Llugiqi, Rudolf Mayer
An Empirical Analysis of Synthetic-Data-Based Anomaly Detection. CD-MAKE (2022)
Gerd Hübscher, Verena Geist, Dagmar Auer, Andreas Ekelhart, Rudolf Mayer, Stefan Nadschläger, Josef Küng
Graph-based managing and mining of processes and data in the domain of intellectual property. Inf. Syst. 106 (2022)
Guillermo Alamán Requena, Rudolf Mayer, Andreas Ekelhart
Anonymisation of Heterogeneous Graphs with Multiple Edge Types. DEXA (1) (2022)
Rudolf Mayer
Privacy-Preserving Collaborative Anomaly Detection to Fight Cybercrime. ERCIM News 2022 (129) (2022)
Guillermo Alamán Requena, Rudolf Mayer, Andreas Ekelhart
An Efficient Approach for Anonymising the Structure of Heterogeneous Graphs. Big Data (2022)
Robin Mayerhofer, Rudolf Mayer
Poisoning Attacks against Feature-Based Image Classification. CODASPY (2022)
Tanja Sarcevic, Rudolf Mayer, Andreas Rauber
Adaptive Attacks and Targeted Fingerprinting of Relational Data. Big Data (2022)
Florencia Cavallin, Rudolf Mayer
Anomaly Detection from Distributed Data Sources via Federated Learning. AINA (2) (2022)
Anastasia Pustozerova, Rudolf Mayer
Data Privacy in Smart Cities ? Federated Learning to the Rescue? ERCIM News 2021 (126) (2021)
Rudolf Mayer, Thijs Veugen
Privacy Preserving Computation - Introduction to the Special Theme. ERCIM News 2021 (126) (2021)
Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart
Privacy Risks and Anonymization of Microbiome Data. ERCIM News 2021 (126) (2021)
Anastasia Pustozerova, Andreas Rauber, Rudolf Mayer
Training Effective Neural Networks on Structured Data with Federated Learning. AINA (2) (2021)
Julian O. Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga I. Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus D. Bloice, Nina C. Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald H. H. W. Schmidt, Christof Tschohl, Nina Kerstin Wenke, Jan Baumbach
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond. CoRR (2021)
Tomasz Miksa, Tanja Sarcevic, Rudolf Mayer, Laura Waltersdorfer
WellFort: A Platform for Privacy-Preserving Data Analysis. ERCIM News 2021 (126) (2021)
Tanja Sarcevic, Rudolf Mayer
Measuring the Effectiveness of Anonymised Data. ERCIM News 2021 (126) (2021)
Tanja Sarcevic, David Molnar, Rudolf Mayer
An Analysis of Different Notions of Effectiveness in k-Anonymity. PSD (2020)
Tanja Sarcevic, Rudolf Mayer
A Correlation-Preserving Fingerprinting Technique for Categorical Data in Relational Databases. SEC (2020)
Markus Hittmeir, Andreas Ekelhart, Rudolf Mayer
Evaluation of Synthetic Data for Privacy-Preserving Machine Learning. ERCIM News 2020 (123) (2020)
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, David B. Blumenthal, Tim Kacprowski, Markus List, Julian O. Matschinske, Julian Späth, Nina Kerstin Wenke, Béla Bihari, Tobias Frisch, Anne Hartebrodt, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Markus Kastelitz, Rudolf Mayer, Cristian Nogales, Anastasia Pustozerova, Richard Röttger, Harald H. H. W. Schmidt, Ameli Schwalber, Christof Tschohl, Andrea Wohner, Jan Baumbach
Privacy-preserving Artificial Intelligence Techniques in Biomedicine. CoRR (2020)
Florian Nuding, Rudolf Mayer
Poisoning Attacks in Federated Learning: An Evaluation on Traffic Sign Classification. CODASPY (2020)
Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart
A Baseline for Attribute Disclosure Risk in Synthetic Data. CODASPY (2020)
Rudolf Mayer, Markus Hittmeir, Andreas Ekelhart
Privacy-Preserving Anomaly Detection Using Synthetic Data. DBSec (2020)
Markus Hittmeir, Andreas Ekelhart, Rudolf Mayer
On the Utility of Synthetic Data: An Empirical Evaluation on Machine Learning Tasks. ARES (2019)
Huma Rehman, Andreas Ekelhart, Rudolf Mayer
Backdoor Attacks in Neural Networks - A Systematic Evaluation on Multiple Traffic Sign Datasets. CD-MAKE (2019)
Markus Hittmeir, Andreas Ekelhart, Rudolf Mayer
Utility and Privacy Assessments of Synthetic Data for Regression Tasks. IEEE BigData (2019)
Tanja Sarcevic, Rudolf Mayer
An Evaluation on Robustness and Utility of Fingerprinting Schemes. CD-MAKE (2019)
Niki Popper, Florian Endel, Rudolf Mayer, Martin Bicher, Barbara Glock
Planning Future Health: Developing Big Data and System Modelling Pipelines for Health System Research. Simul. Notes Eur. 27 (4) (2017)
Fuensanta Torres Garcia, Katharina Krombholz, Rudolf Mayer, Edgar R. Weippl
Hand Dynamics for Behavioral User Authentication. ARES (2016)
Tomasz Miksa, Rudolf Mayer, Andreas Rauber
Raising resilience of web service dependent repository systems. Int. J. Web Inf. Syst. 11 (3) (2015)
Rudolf Mayer, Gonçalo Antunes, Artur Caetano, Marzieh Bakhshandeh, Andreas Rauber, José Borbinha
Using ontologies to capture the semantics of a (business) process for digital preservation. Int. J. Digit. Libr. 15 (2-4) (2015)
Andreas Rauber, Tomasz Miksa, Rudolf Mayer, Stefan Pröll
Repeatability and Re-usability in Scientific Processes: Process Context, Data Identification and Verification. DAMDID/RCDL (2015)
Stefan Pröll, Rudolf Mayer, Andreas Rauber
Data Access and Reproducibility in Privacy Sensitive eScience Domains. e-Science (2015)
Pascal Bouvry, Rudolf Mayer, Jakub Muszynski, Dana Petcu, Andreas Rauber, Gianluca Tempesti, Tuan Anh Trinh, Sébastien Varrette
Resilience within Ultrascale Computing System: Challenges and Opportunities from Nesus Project. Supercomput. Front. Innov. 2 (2) (2015)
Tomasz Miksa, Rudolf Mayer, Andreas Rauber
Ensuring sustainability of web services dependent processes. Int. J. Comput. Sci. Eng. 10 (1/2) (2015)
Rudolf Mayer, Andreas Rauber
A Quantitative Study on the Re-executability of Publicly Shared Scientific Workflows. e-Science (2015)
Rudolf Mayer, Tomasz Miksa, Andreas Rauber
Ontologies for Describing the Context of Scientific Experiment Processes. eScience (2014)
Kevin R. Page, Raúl Palma, Piotr Holubowicz, Graham Klyne, Stian Soiland-Reyes, Daniel Garijo, Khalid Belhajjame, Rudolf Mayer
Research Objects for Audio Processing: Capturing Semantics for Reproducibility. Semantic Audio (2014)
Rudolf Mayer, Johannes Binder, Stephan Strodl, Andreas Rauber
Automatic Discovery of Preservation Alternatives Supported by Community Maintained Knowledge Bases. iPRES (2014)
Rudolf Mayer, Andreas Rauber, Gonçalo Antunes
A context model for digital preservation of processes and its application to a digital library system. JCDL (2014)
Gonçalo Antunes, Marzieh Bakhshandeh, Rudolf Mayer, José Borbinha, Artur Caetano
Using Ontologies for Enterprise Architecture Integration and Analysis. Complex Syst. Informatics Model. Q. 1 (2014)
Tomasz Miksa, Gonçalo Antunes, Ricardo Vieira, Andreas Rauber, Stephan Strodl, Rudolf Mayer
Risk Driven Selection of Preservation Activities for Increasing Sustainability of Open Source Systems and Workflows. iPRES (2014)
Tomasz Miksa, Rudolf Mayer, Marco Unterberger, Andreas Rauber
Resilient Web Services for Timeless Business Processes. iiWAS (2014)
Gonçalo Antunes, Marzieh Bakhshandeh, Rudolf Mayer, José Borbinha, Artur Caetano
Ontology-based enterprise architecture model analysis. SAC (2014)
Angela Dappert, Rudolf Mayer, Stefan Pröll, Andreas Rauber, Kevin R. Page, Raúl Palma, Daniel Garijo
Preserving Data to Preserving Research: Curation of Process and Context. iPRES (2014)
Gonçalo Antunes, Artur Caetano, Marzieh Bakhshandeh, Rudolf Mayer, José Borbinha
Using Ontologies to Integrate Multiple Enterprise Architecture Domains. BIS (Workshops) (2013)
Marzieh Bakhshandeh, Gonçalo Antunes, Rudolf Mayer, José Borbinha, Artur Caetano
A Modular Ontology for the Enterprise Architecture Domain. EDOC Workshops (2013)
Gonçalo Antunes, Marzieh Bakhshandeh, Rudolf Mayer, José Borbinha, Artur Caetano
Using Ontologies for Enterprise Architecture Analysis. EDOC Workshops (2013)
Tomasz Miksa, Stefan Pröll, Rudolf Mayer, Stephan Strodl, Ricardo Vieira, José Barateiro, Andreas Rauber
Framework for Verification of Preserved and Redeployed Processes. iPRES (2013)
Stephan Strodl, Rudolf Mayer, Gonçalo Antunes, Daniel Draws, Andreas Rauber
Digital Preservation of a Process and its Application to e-Science Experiments. iPRES (2013)
Rudolf Mayer, Mark Guttenbrunner, Andreas Rauber
Evaluation of Preserved Scientific Processes. TPDL (2013)
Rudolf Mayer, Stefan Pröll, Andreas Rauber, Raúl Palma, Daniel Garijo
From Preserving Data to Preserving Research: Curation of Process and Context. TPDL (2013)
Rudolf Mayer, Stephan Strodl, Andreas Rauber
On the Complexity of Process Preservation: A Case Study on an E-Science Experiment. iPRES (2012)
Alexander Schindler, Rudolf Mayer, Andreas Rauber
Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset. ISMIR (2012)
Rudolf Mayer, Andreas Rauber
Towards Time-resilient MIR Processes. ISMIR (2012)
Rudolf Mayer, Andreas Rauber, Martin Alexander Neumann, John Thomson, Gonçalo Antunes
Preserving Scientific Processes from Design to Publications. TPDL (2012)
Rudolf Mayer, Stefan Pröll, Andreas Rauber
The Applicability of Workflow Management Systems for the Preservation of Business Processes. iPRES (2012)
Martin Alexander Neumann, Michael Beigl, Rudolf Mayer, Hossein Miri, John Thomson, Gonçalo Antunes
Towards a Decision Support Architecture for Digital Preservation of Business Processes. iPRES (2012)
Rudolf Mayer, Andreas Rauber
Music Genre Classification by Ensembles of Audio and Lyrics Features. ISMIR (2011)
Rudolf Mayer
Analysing the Similarity of Album Art with Self-Organising Maps. WSOM (2011)
Robert Neumayer, Rudolf Mayer, Kjetil Nørvåg
Combination of Feature Selection Methods for Text Categorisation. ECIR (2011)
Rudolf Mayer, Andreas Rauber
On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps. WSOM (2011)
Thomas Lidy, Rudolf Mayer, Andreas Rauber, Pedro J. Ponce de León, Antonio Pertusa, José Manuel Iñesta Quereda
A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization. ISMIR (2010)
Rudolf Mayer, Andreas Rauber
Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees. ICANN (2) (2010)
Rudolf Mayer, Robert Neumayer, Andreas Rauber
Interacting with (semi-) automatically extracted context of digital objects. CIAO@ESWC (2009)
Cristian Bogdan, Rudolf Mayer
Makumba: the role of the technology for the sustainability of amateur programming practice and community. C&T (2009)
Rudolf Mayer, Robert Neumayer, Doris Baum, Andreas Rauber
Analytic Comparison of Self-Organising Maps. WSOM (2009)
Rudolf Mayer, Robert Neumayer, Andreas Rauber
Data Recovery from Distributed Personal Repositories. ECDL (2009)
Andreas Pesenhofer, Rudolf Mayer, Andreas Rauber
Automating the Management of Scientific Conferences using Information Mining Techniques. J. Digit. Inf. Manag. 6 (1) (2008)
Rudolf Mayer, Robert Neumayer, Andreas Rauber
Combination of audio and lyrics features for genre classification in digital audio collections. ACM Multimedia (2008)
Rudolf Mayer, Angela Roiger, Andreas Rauber
Map-based Interfaces for Information Management in Large Text Collections. J. Digit. Inf. Manag. 6 (4) (2008)
Rudolf Mayer, Robert Neumayer, Andreas Rauber
Rhyme and Style Features for Musical Genre Classification by Song Lyrics. ISMIR (2008)
Rudolf Mayer, Angela Roiger, Andreas Rauber
Supporting Information Management in Digital Libraries with Map-Based Interfaces. ECDL (2007)
Robert Neumayer, Rudolf Mayer, Georg Pölzlbauer, Andreas Rauber
The Metro Visualisation of Component Planes for Self-Organising Maps. IJCNN (2007)
Rudolf Mayer, Angela Roiger, Andreas Rauber
Supporting information management in digital libraries with map-based interfaces. ICDIM (2007)
Rudolf Mayer, Taha Abdel Aziz, Andreas Rauber
Visualising Class Distribution on Self-organising Maps. ICANN (2) (2007)
Andreas Pesenhofer, Rudolf Mayer, Andreas Rauber
Improving Scientific Conferences by Enhancing Conference Management Systems with Information Mining Capabilities. ICDIM (2006)
Rudolf Mayer, Thomas Lidy, Andreas Rauber
The Map of Mozart. ISMIR (2006)
Rudolf Mayer, Andreas Rauber
Adding SOMLib Capabilities to the Greenstone Digital Library System. ICADL (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rudolf Mayer