Rudolf Mayer

109 papers A* 1A 1B 22C 5Misc 2Journal 32Unranked 44
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lightweight Techniques for Federated Anomaly Detection in Log Data.
IEEE Trans. Reliab.
Anastasia Pustozerova, André García Gómez, Max Landauer, Markus Wurzenberger, Florian Skopik, Edgar R. Weippl, Rudolf Mayer, Andreas Ekelhart
2026 J jnl
S4CMDR: a metadata repository for electronic health records.
CoRR
Jiawei Zhao, Md Shamim Ahmed, Nicolai Dinh Khang Truong, Verena Schuster, Rudolf Mayer, Richard Röttger
2025 — conf
Attackers Can Do Better: Over- and Understated Factors of Model Stealing Attacks.
SaTML
Daryna Oliynyk, Rudolf Mayer, Andreas Rauber
2025 J jnl
Attackers Can Do Better: Over- and Understated Factors of Model Stealing Attacks.
CoRR
Daryna Oliynyk, Rudolf Mayer, Andreas Rauber
2025 J jnl
I Stolenly Swear That I Am Up to (No) Good: Design and Evaluation of Model Stealing Attacks.
CoRR
Daryna Oliynyk, Rudolf Mayer, Kathrin Grosse, Andreas Rauber
2025 J jnl
NCorr-FP: A Neighbourhood-based Correlation-preserving Fingerprinting Scheme for Intellectual Property Protection of Structured Data.
CoRR
Tanja Sarcevic, Andreas Rauber, Rudolf Mayer
2024 J jnl
Distance-based linkage of personal microbiome records for identification and its privacy implications.
Comput. Secur.
Rudolf Mayer, Markus Hittmeir, Andreas Ekelhart
2024 J jnl
Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks.
IEEE Trans. Neural Networks Learn. Syst.
Isabell Lederer, Rudolf Mayer, Andreas Rauber
2024 B conf
NEWSROOM: Towards Automating Cyber Situational Awareness Processes and Tools for Cyber Defence.
ARES
Markus Wurzenberger, Stephan Krenn, Max Landauer, Florian Skopik, Cora Lisa 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
2024 J jnl
Semantic-enabled architecture for auditable privacy-preserving data analysis.
Semantic Web
Fajar J. Ekaputra, Andreas Ekelhart, Rudolf Mayer, Tomasz Miksa, Tanja Sarcevic, Sotirios Tsepelakis, Laura Waltersdorfer
2024 J jnl
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI.
CoRR
Tanja Sarcevic, Alicja Karlowicz, Rudolf Mayer, Ricardo Baeza-Yates, Andreas Rauber
2023 B conf
A Comparison of Federated Aggregation Strategies and Architectures for Next-word Prediction.
IEEE Big Data
Yana Sakhnovych, Richard Röttger, Rudolf Mayer
2023 B conf
Achieving Privacy and Tracing Unauthorised Usage: Anonymisation-based Fingerprinting of Private Data.
IEEE Big Data
Tanja Sarcevic, Rudolf Mayer, Philipp Adler
2023 B conf
Analysing Utility Loss in Federated Learning with Differential Privacy.
TrustCom
Anastasia Pustozerova, Jan Baumbach, Rudolf Mayer
2023 J jnl
Detecting Adversarial Examples Using Surrogate Models.
Mach. Learn. Knowl. Extr.
Borna Feldsar, Rudolf Mayer, Andreas Rauber
2023 B conf
Differentially Private Federated Learning: Privacy and Utility Analysis of Output Perturbation and DP-SGD.
IEEE Big Data
Anastasia Pustozerova, Jan Baumbach, Rudolf Mayer
2023 J jnl
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences.
ACM Comput. Surv.
Daryna Oliynyk, Rudolf Mayer, Andreas Rauber
2023 J jnl
Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks.
CoRR
Isabell Lederer, Rudolf Mayer, Andreas Rauber
2023 B conf
Protecting Multiple Sensitive Attributes in Synthetic Micro-data.
IEEE Big Data
Nina Niederhametner, Rudolf Mayer
2023 J jnl
Supporting Landslide Disaster Risk Reduction Using Data-driven Methods.
ERCIM News
Andrea Siposova, Rudolf Mayer, Matthias Schlögl, Jasmin Lampert
2023 B conf
k-Anonymity on Metagenomic Features in Microbiome Databases.
ARES
Rudolf Mayer, Alicja Karlowicz, Markus Hittmeir
2022 B conf
Adaptive Attacks and Targeted Fingerprinting of Relational Data.
IEEE Big Data
Tanja Sarcevic, Rudolf Mayer, Andreas Rauber
2022 B conf
An Efficient Approach for Anonymising the Structure of Heterogeneous Graphs.
IEEE Big Data
Guillermo Alamán Requena, Rudolf Mayer, Andreas Ekelhart
2022 C conf
An Empirical Analysis of Synthetic-Data-Based Anomaly Detection.
CD-MAKE
Majlinda Llugiqi, Rudolf Mayer
2022 — conf
An Empirical Evaluation of Adversarial Examples Defences, Combinations and Robustness Scores.
IWSPA@CODASPY
Aleksandar Jankovic, Rudolf Mayer
2022 — conf
Anomaly Detection from Distributed Data Sources via Federated Learning.
AINA (2)
Florencia Cavallin, Rudolf Mayer
2022 — conf
Anonymisation of Heterogeneous Graphs with Multiple Edge Types.
DEXA (1)
Guillermo Alamán Requena, Rudolf Mayer, Andreas Ekelhart
2022 B conf
Combining Defences Against Data-Poisoning Based Backdoor Attacks on Neural Networks.
DBSec
Andrea Milakovic, Rudolf Mayer
2022 — conf
Data Poisoning in Sequential and Parallel Federated Learning.
IWSPA@CODASPY
Florian Nuding, Rudolf Mayer
2022 B conf
Distance-based Techniques for Personal Microbiome Identification✱.
ARES
Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart
2022 B conf
Efficient Bayesian Network Construction for Increased Privacy on Synthetic Data.
IEEE Big Data
Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart
2022 J jnl
Graph-based managing and mining of processes and data in the domain of intellectual property.
Inf. Syst.
Gerd Hübscher, Verena Geist, Dagmar Auer, Andreas Ekelhart, Rudolf Mayer, Stefan Nadschläger, Josef Küng
2022 J jnl
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences.
CoRR
Daryna Oliynyk, Rudolf Mayer, Andreas Rauber
2022 — conf
Macro-level Inference in Collaborative Learning.
CODASPY
Rudolf Mayer, Andreas Ekelhart
2022 — conf
Poisoning Attacks against Feature-Based Image Classification.
CODASPY
Robin Mayerhofer, Rudolf Mayer
2022 J jnl
Privacy-Preserving Collaborative Anomaly Detection to Fight Cybercrime.
ERCIM News
Rudolf Mayer
2022 B conf
Utility and Privacy Assessment of Synthetic Microbiome Data.
DBSec
Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart
2021 J jnl
Data Privacy in Smart Cities ? Federated Learning to the Rescue?
ERCIM News
Anastasia Pustozerova, Rudolf Mayer
2021 J jnl
Measuring the Effectiveness of Anonymised Data.
ERCIM News
Tanja Sarcevic, Rudolf Mayer
2021 J jnl
Privacy Preserving Computation - Introduction to the Special Theme.
ERCIM News
Rudolf Mayer, Thijs Veugen
2021 J jnl
Privacy Risks and Anonymization of Microbiome Data.
ERCIM News
Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart
2021 J jnl
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.
CoRR
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
2021 — conf
Training Effective Neural Networks on Structured Data with Federated Learning.
AINA (2)
Anastasia Pustozerova, Andreas Rauber, Rudolf Mayer
2021 J jnl
WellFort: A Platform for Privacy-Preserving Data Analysis.
ERCIM News
Tomasz Miksa, Tanja Sarcevic, Rudolf Mayer, Laura Waltersdorfer
2020 — conf
A Baseline for Attribute Disclosure Risk in Synthetic Data.
CODASPY
Markus Hittmeir, Rudolf Mayer, Andreas Ekelhart
2020 Misc conf
A Correlation-Preserving Fingerprinting Technique for Categorical Data in Relational Databases.
SEC
Tanja Sarcevic, Rudolf Mayer
2020 C conf
An Analysis of Different Notions of Effectiveness in k-Anonymity.
PSD
Tanja Sarcevic, David Molnar, Rudolf Mayer
2020 J jnl
Evaluation of Synthetic Data for Privacy-Preserving Machine Learning.
ERCIM News
Markus Hittmeir, Andreas Ekelhart, Rudolf Mayer
2020 — conf
Poisoning Attacks in Federated Learning: An Evaluation on Traffic Sign Classification.
CODASPY
Florian Nuding, Rudolf Mayer
2020 B conf
Privacy-Preserving Anomaly Detection Using Synthetic Data.
DBSec
Rudolf Mayer, Markus Hittmeir, Andreas Ekelhart
2020 J jnl
Privacy-preserving Artificial Intelligence Techniques in Biomedicine.
CoRR
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
2019 C conf
An Evaluation on Robustness and Utility of Fingerprinting Schemes.
CD-MAKE
Tanja Sarcevic, Rudolf Mayer
2019 C conf
Backdoor Attacks in Neural Networks - A Systematic Evaluation on Multiple Traffic Sign Datasets.
CD-MAKE
Huma Rehman, Andreas Ekelhart, Rudolf Mayer
2019 B conf
On the Utility of Synthetic Data: An Empirical Evaluation on Machine Learning Tasks.
ARES
Markus Hittmeir, Andreas Ekelhart, Rudolf Mayer
2019 — conf
Utility and Privacy Assessments of Synthetic Data for Regression Tasks.
IEEE BigData
Markus Hittmeir, Andreas Ekelhart, Rudolf Mayer
2017 J jnl
Planning Future Health: Developing Big Data and System Modelling Pipelines for Health System Research.
Simul. Notes Eur.
Niki Popper, Florian Endel, Rudolf Mayer, Martin Bicher, Barbara Glock
2016 B conf
Hand Dynamics for Behavioral User Authentication.
ARES
Fuensanta Torres Garcia, Katharina Krombholz, Rudolf Mayer, Edgar R. Weippl
2015 B conf
A Quantitative Study on the Re-executability of Publicly Shared Scientific Workflows.
e-Science
Rudolf Mayer, Andreas Rauber
2015 B conf
Data Access and Reproducibility in Privacy Sensitive eScience Domains.
e-Science
Stefan Pröll, Rudolf Mayer, Andreas Rauber
2015 J jnl
Ensuring sustainability of web services dependent processes.
Int. J. Comput. Sci. Eng.
Tomasz Miksa, Rudolf Mayer, Andreas Rauber
2015 J jnl
Raising resilience of web service dependent repository systems.
Int. J. Web Inf. Syst.
Tomasz Miksa, Rudolf Mayer, Andreas Rauber
2015 — conf
Repeatability and Re-usability in Scientific Processes: Process Context, Data Identification and Verification.
DAMDID/RCDL
Andreas Rauber, Tomasz Miksa, Rudolf Mayer, Stefan Pröll
2015 J jnl
Resilience within Ultrascale Computing System: Challenges and Opportunities from Nesus Project.
Supercomput. Front. Innov.
Pascal Bouvry, Rudolf Mayer, Jakub Muszynski, Dana Petcu, Andreas Rauber, Gianluca Tempesti, Tuan Anh Trinh, Sébastien Varrette
2015 J jnl
Using ontologies to capture the semantics of a (business) process for digital preservation.
Int. J. Digit. Libr.
Rudolf Mayer, Gonçalo Antunes, Artur Caetano, Marzieh Bakhshandeh, Andreas Rauber, José Borbinha
2014 — conf
A context model for digital preservation of processes and its application to a digital library system.
JCDL
Rudolf Mayer, Andreas Rauber, Gonçalo Antunes
2014 — conf
Automatic Discovery of Preservation Alternatives Supported by Community Maintained Knowledge Bases.
iPRES
Rudolf Mayer, Johannes Binder, Stephan Strodl, Andreas Rauber
2014 — conf
Ontologies for Describing the Context of Scientific Experiment Processes.
eScience
Rudolf Mayer, Tomasz Miksa, Andreas Rauber
2014 Misc conf
Ontology-based enterprise architecture model analysis.
SAC
Gonçalo Antunes, Marzieh Bakhshandeh, Rudolf Mayer, José Borbinha, Artur Caetano
2014 — conf
Preserving Data to Preserving Research: Curation of Process and Context.
iPRES
Angela Dappert, Rudolf Mayer, Stefan Pröll, Andreas Rauber, Kevin R. Page, Raúl Palma, Daniel Garijo
2014 — conf
Research Objects for Audio Processing: Capturing Semantics for Reproducibility.
Semantic Audio
Kevin R. Page, Raúl Palma, Piotr Holubowicz, Graham Klyne, Stian Soiland-Reyes, Daniel Garijo, Khalid Belhajjame, Rudolf Mayer
2014 C conf
Resilient Web Services for Timeless Business Processes.
iiWAS
Tomasz Miksa, Rudolf Mayer, Marco Unterberger, Andreas Rauber
2014 — conf
Risk Driven Selection of Preservation Activities for Increasing Sustainability of Open Source Systems and Workflows.
iPRES
Tomasz Miksa, Gonçalo Antunes, Ricardo Vieira, Andreas Rauber, Stephan Strodl, Rudolf Mayer
2014 J jnl
Using Ontologies for Enterprise Architecture Integration and Analysis.
Complex Syst. Informatics Model. Q.
Gonçalo Antunes, Marzieh Bakhshandeh, Rudolf Mayer, José Borbinha, Artur Caetano
2013 — conf
A Modular Ontology for the Enterprise Architecture Domain.
EDOC Workshops
Marzieh Bakhshandeh, Gonçalo Antunes, Rudolf Mayer, José Borbinha, Artur Caetano
2013 — conf
Digital Preservation of a Process and its Application to e-Science Experiments.
iPRES
Stephan Strodl, Rudolf Mayer, Gonçalo Antunes, Daniel Draws, Andreas Rauber
2013 B conf
Evaluation of Preserved Scientific Processes.
TPDL
Rudolf Mayer, Mark Guttenbrunner, Andreas Rauber
2013 — conf
Framework for Verification of Preserved and Redeployed Processes.
iPRES
Tomasz Miksa, Stefan Pröll, Rudolf Mayer, Stephan Strodl, Ricardo Vieira, José Barateiro, Andreas Rauber
2013 B conf
From Preserving Data to Preserving Research: Curation of Process and Context.
TPDL
Rudolf Mayer, Stefan Pröll, Andreas Rauber, Raúl Palma, Daniel Garijo
2013 — conf
Using Ontologies for Enterprise Architecture Analysis.
EDOC Workshops
Gonçalo Antunes, Marzieh Bakhshandeh, Rudolf Mayer, José Borbinha, Artur Caetano
2013 — conf
Using Ontologies to Integrate Multiple Enterprise Architecture Domains.
BIS (Workshops)
Gonçalo Antunes, Artur Caetano, Marzieh Bakhshandeh, Rudolf Mayer, José Borbinha
2012 — conf
Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset.
ISMIR
Alexander Schindler, Rudolf Mayer, Andreas Rauber
2012 — conf
On the Complexity of Process Preservation: A Case Study on an E-Science Experiment.
iPRES
Rudolf Mayer, Stephan Strodl, Andreas Rauber
2012 B conf
Preserving Scientific Processes from Design to Publications.
TPDL
Rudolf Mayer, Andreas Rauber, Martin Alexander Neumann, John Thomson, Gonçalo Antunes
2012 — conf
The Applicability of Workflow Management Systems for the Preservation of Business Processes.
iPRES
Rudolf Mayer, Stefan Pröll, Andreas Rauber
2012 — conf
Towards Time-resilient MIR Processes.
ISMIR
Rudolf Mayer, Andreas Rauber
2012 — conf
Towards a Decision Support Architecture for Digital Preservation of Business Processes.
iPRES
Martin Alexander Neumann, Michael Beigl, Rudolf Mayer, Hossein Miri, John Thomson, Gonçalo Antunes
2011 — conf
Analysing the Similarity of Album Art with Self-Organising Maps.
WSOM
Rudolf Mayer
2011 A conf
Combination of Feature Selection Methods for Text Categorisation.
ECIR
Robert Neumayer, Rudolf Mayer, Kjetil Nørvåg
2011 — conf
Music Genre Classification by Ensembles of Audio and Lyrics Features.
ISMIR
Rudolf Mayer, Andreas Rauber
2011 — conf
On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps.
WSOM
Rudolf Mayer, Andreas Rauber
2010 — conf
A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization.
ISMIR
Thomas Lidy, Rudolf Mayer, Andreas Rauber, Pedro J. Ponce de León, Antonio Pertusa, José Manuel Iñesta Quereda
2010 — ch.
Multimodal Aspects of Music Retrieval: Audio, Song Lyrics - and Beyond?
Advances in Music Information Retrieval
Rudolf Mayer, Andreas Rauber
2010 — conf
Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees.
ICANN (2)
Rudolf Mayer, Andreas Rauber
2009 — conf
Analytic Comparison of Self-Organising Maps.
WSOM
Rudolf Mayer, Robert Neumayer, Doris Baum, Andreas Rauber
2009 — conf
Data Recovery from Distributed Personal Repositories.
ECDL
Rudolf Mayer, Robert Neumayer, Andreas Rauber
2009 — conf
Interacting with (semi-) automatically extracted context of digital objects.
CIAO@ESWC
Rudolf Mayer, Robert Neumayer, Andreas Rauber
2009 — conf
Makumba: the role of the technology for the sustainability of amateur programming practice and community.
C&T
Cristian Bogdan, Rudolf Mayer
2008 J jnl
Automating the Management of Scientific Conferences using Information Mining Techniques.
J. Digit. Inf. Manag.
Andreas Pesenhofer, Rudolf Mayer, Andreas Rauber
2008 A* conf
Combination of audio and lyrics features for genre classification in digital audio collections.
ACM Multimedia
Rudolf Mayer, Robert Neumayer, Andreas Rauber
2008 J jnl
Map-based Interfaces for Information Management in Large Text Collections.
J. Digit. Inf. Manag.
Rudolf Mayer, Angela Roiger, Andreas Rauber
2008 — conf
Rhyme and Style Features for Musical Genre Classification by Song Lyrics.
ISMIR
Rudolf Mayer, Robert Neumayer, Andreas Rauber
2008 — ch.
Unsupervised Learning and Clustering.
Machine Learning Techniques for Multimedia
Derek Greene, Pádraig Cunningham, Rudolf Mayer
2007 — conf
Supporting Information Management in Digital Libraries with Map-Based Interfaces.
ECDL
Rudolf Mayer, Angela Roiger, Andreas Rauber
2007 — conf
Supporting information management in digital libraries with map-based interfaces.
ICDIM
Rudolf Mayer, Angela Roiger, Andreas Rauber
2007 B conf
The Metro Visualisation of Component Planes for Self-Organising Maps.
IJCNN
Robert Neumayer, Rudolf Mayer, Georg Pölzlbauer, Andreas Rauber
2007 — conf
Visualising Class Distribution on Self-organising Maps.
ICANN (2)
Rudolf Mayer, Taha Abdel Aziz, Andreas Rauber
2006 — conf
Adding SOMLib Capabilities to the Greenstone Digital Library System.
ICADL
Rudolf Mayer, Andreas Rauber
2006 — conf
Improving Scientific Conferences by Enhancing Conference Management Systems with Information Mining Capabilities.
ICDIM
Andreas Pesenhofer, Rudolf Mayer, Andreas Rauber
2006 — conf
The Map of Mozart.
ISMIR
Rudolf Mayer, Thomas Lidy, Andreas Rauber