Rudolf Mayer

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Distance-based linkage of personal microbiome records for identification and its privacy implications.

[BibT_eX]

[DOI]

Comput. Secur., January, 2024

Semantic-enabled architecture for auditable privacy-preserving data analysis.

[BibT_eX]

[DOI]

Semantic Web, 2024

U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI.

[BibT_eX]

[DOI]

CoRR, 2024

NEWSROOM: Towards Automating Cyber Situational Awareness Processes and Tools for Cyber Defence.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

2023

Detecting Adversarial Examples Using Surrogate Models.

[BibT_eX]

[DOI]

Borna Feldsar

Mach. Learn. Knowl. Extr., December, 2023

Supporting Landslide Disaster Risk Reduction Using Data-driven Methods.

[BibT_eX]

[DOI]

ERCIM News, 2023

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

[BibT_eX]

[DOI]

Daryna Oliynyk

ACM Comput. Surv., 2023

Analysing Utility Loss in Federated Learning with Differential Privacy.

[BibT_eX]

[DOI]

Jan Baumbach

Proceedings of the 22nd IEEE International Conference on Trust, 2023

Achieving Privacy and Tracing Unauthorised Usage: Anonymisation-based Fingerprinting of Private Data.

[BibT_eX]

[DOI]

Philipp Adler

Proceedings of the IEEE International Conference on Big Data, 2023

A Comparison of Federated Aggregation Strategies and Architectures for Next-word Prediction.

[BibT_eX]

[DOI]

Yana Sakhnovych

Richard Röttger

Proceedings of the IEEE International Conference on Big Data, 2023

Differentially Private Federated Learning: Privacy and Utility Analysis of Output Perturbation and DP-SGD.

[BibT_eX]

[DOI]

Jan Baumbach

Proceedings of the IEEE International Conference on Big Data, 2023

Protecting Multiple Sensitive Attributes in Synthetic Micro-data.

[BibT_eX]

[DOI]

Nina Niederhametner

Proceedings of the IEEE International Conference on Big Data, 2023

k-Anonymity on Metagenomic Features in Microbiome Databases.

[BibT_eX]

[DOI]

Alicja Karlowicz

Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023

2022

Graph-based managing and mining of processes and data in the domain of intellectual property.

[BibT_eX]

[DOI]

Inf. Syst., 2022

Privacy-Preserving Collaborative Anomaly Detection to Fight Cybercrime.

[BibT_eX]

[DOI]

ERCIM News, 2022

Anonymisation of Heterogeneous Graphs with Multiple Edge Types.

[BibT_eX]

[DOI]

Guillermo Alamán Requena

Proceedings of the Database and Expert Systems Applications, 2022

Combining Defences Against Data-Poisoning Based Backdoor Attacks on Neural Networks.

[BibT_eX]

[DOI]

Andrea Milakovic

Proceedings of the Data and Applications Security and Privacy XXXVI, 2022

Utility and Privacy Assessment of Synthetic Microbiome Data.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security and Privacy XXXVI, 2022

Data Poisoning in Sequential and Parallel Federated Learning.

[BibT_eX]

[DOI]

Florian Nuding

Proceedings of the IWSPA@CODASPY 2022: Proceedings of the 2022 ACM on International Workshop on Security and Privacy Analytics, 2022

Poisoning Attacks against Feature-Based Image Classification.

[BibT_eX]

[DOI]

Robin Mayerhofer

Proceedings of the CODASPY '22: Twelveth ACM Conference on Data and Application Security and Privacy, Baltimore, MD, USA, April 24, 2022

Macro-level Inference in Collaborative Learning.

[BibT_eX]

[DOI]

Proceedings of the CODASPY '22: Twelveth ACM Conference on Data and Application Security and Privacy, Baltimore, MD, USA, April 24, 2022

An Empirical Evaluation of Adversarial Examples Defences, Combinations and Robustness Scores.

[BibT_eX]

[DOI]

Aleksandar Jankovic

Proceedings of the IWSPA@CODASPY 2022: Proceedings of the 2022 ACM on International Workshop on Security and Privacy Analytics, 2022

An Empirical Analysis of Synthetic-Data-Based Anomaly Detection.

[BibT_eX]

[DOI]

Majlinda Llugiqi

Proceedings of the Machine Learning and Knowledge Extraction, 2022

Adaptive Attacks and Targeted Fingerprinting of Relational Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

An Efficient Approach for Anonymising the Structure of Heterogeneous Graphs.

[BibT_eX]

[DOI]

Guillermo Alamán Requena

Proceedings of the IEEE International Conference on Big Data, 2022

Efficient Bayesian Network Construction for Increased Privacy on Synthetic Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Anomaly Detection from Distributed Data Sources via Federated Learning.

[BibT_eX]

[DOI]

Florencia Cavallin

Proceedings of the Advanced Information Networking and Applications, 2022

Distance-based Techniques for Personal Microbiome Identification✱.

[BibT_eX]

[DOI]

Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022

2021

Measuring the Effectiveness of Anonymised Data.

[BibT_eX]

[DOI]

ERCIM News, 2021

Data Privacy in Smart Cities ? Federated Learning to the Rescue?

[BibT_eX]

[DOI]

ERCIM News, 2021

WellFort: A Platform for Privacy-Preserving Data Analysis.

[BibT_eX]

[DOI]

ERCIM News, 2021

Privacy Preserving Computation - Introduction to the Special Theme.

[BibT_eX]

[DOI]

Thijs Veugen

ERCIM News, 2021

Privacy Risks and Anonymization of Microbiome Data.

[BibT_eX]

[DOI]

ERCIM News, 2021

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.

[BibT_eX]

[DOI]

CoRR, 2021

Training Effective Neural Networks on Structured Data with Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Networking and Applications, 2021

2020

Evaluation of Synthetic Data for Privacy-Preserving Machine Learning.

[BibT_eX]

[DOI]

ERCIM News, 2020

Privacy-preserving Artificial Intelligence Techniques in Biomedicine.

[BibT_eX]

[DOI]

CoRR, 2020

A Correlation-Preserving Fingerprinting Technique for Categorical Data in Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the ICT Systems Security and Privacy Protection, 2020

An Analysis of Different Notions of Effectiveness in k-Anonymity.

[BibT_eX]

[DOI]

David Molnar

Proceedings of the Privacy in Statistical Databases, 2020

Privacy-Preserving Anomaly Detection Using Synthetic Data.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security and Privacy XXXIV, 2020

Poisoning Attacks in Federated Learning: An Evaluation on Traffic Sign Classification.

[BibT_eX]

[DOI]

Florian Nuding

Proceedings of the CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, 2020

A Baseline for Attribute Disclosure Risk in Synthetic Data.

[BibT_eX]

[DOI]

Proceedings of the CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, 2020

2019

An Evaluation on Robustness and Utility of Fingerprinting Schemes.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Extraction, 2019

Backdoor Attacks in Neural Networks - A Systematic Evaluation on Multiple Traffic Sign Datasets.

[BibT_eX]

[DOI]

Huma Rehman

Proceedings of the Machine Learning and Knowledge Extraction, 2019

Utility and Privacy Assessments of Synthetic Data for Regression Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

On the Utility of Synthetic Data: An Empirical Evaluation on Machine Learning Tasks.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Availability, Reliability and Security, 2019

2017

Planning Future Health: Developing Big Data and System Modelling Pipelines for Health System Research.

[BibT_eX]

[DOI]

Simul. Notes Eur., 2017

2016

Hand Dynamics for Behavioral User Authentication.

[BibT_eX]

[DOI]

Fuensanta Torres Garcia

Katharina Krombholz

Edgar R. Weippl

Proceedings of the 11th International Conference on Availability, Reliability and Security, 2016

2015

Resilience within Ultrascale Computing System: Challenges and Opportunities from Nesus Project.

[BibT_eX]

[DOI]

Supercomput. Front. Innov., 2015

Using ontologies to capture the semantics of a (business) process for digital preservation.

[BibT_eX]

[DOI]

Int. J. Digit. Libr., 2015

Raising resilience of web service dependent repository systems.

[BibT_eX]

[DOI]

Tomasz Miksa

Int. J. Web Inf. Syst., 2015

Ensuring sustainability of web services dependent processes.

[BibT_eX]

[DOI]

Tomasz Miksa

Int. J. Comput. Sci. Eng., 2015

Repeatability and Re-usability in Scientific Processes: Process Context, Data Identification and Verification.

[BibT_eX]

[DOI]

Proceedings of the Selected Papers of the XVII International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2015), 2015

Data Access and Reproducibility in Privacy Sensitive eScience Domains.

[BibT_eX]

[DOI]

Stefan Pröll

Proceedings of the 11th IEEE International Conference on e-Science, 2015

A Quantitative Study on the Re-executability of Publicly Shared Scientific Workflows.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on e-Science, 2015

2014

Using Ontologies for Enterprise Architecture Integration and Analysis.

[BibT_eX]

[DOI]

Complex Syst. Informatics Model. Q., 2014

Research Objects for Audio Processing: Capturing Semantics for Reproducibility.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Ontology-based enterprise architecture model analysis.

[BibT_eX]

[DOI]

Proceedings of the Symposium on Applied Computing, 2014

A context model for digital preservation of processes and its application to a digital library system.

[BibT_eX]

[DOI]

Gonçalo Antunes

Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

Risk Driven Selection of Preservation Activities for Increasing Sustainability of Open Source Systems and Workflows.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Digital Preservation, 2014

Automatic Discovery of Preservation Alternatives Supported by Community Maintained Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Digital Preservation, 2014

Preserving Data to Preserving Research: Curation of Process and Context.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Digital Preservation, 2014

Resilient Web Services for Timeless Business Processes.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Integration and Web-based Applications & Services, 2014

Ontologies for Describing the Context of Scientific Experiment Processes.

[BibT_eX]

[DOI]

Tomasz Miksa

Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013

Digital Preservation of a Process and its Application to e-Science Experiments.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Digital Preservation, 2013

Framework for Verification of Preserved and Redeployed Processes.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Digital Preservation, 2013

From Preserving Data to Preserving Research: Curation of Process and Context.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2013

Evaluation of Preserved Scientific Processes.

[BibT_eX]

[DOI]

Mark Guttenbrunner

Proceedings of the Research and Advanced Technology for Digital Libraries, 2013

A Modular Ontology for the Enterprise Architecture Domain.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Enterprise Distributed Object Computing Conference Workshops, 2013

Using Ontologies for Enterprise Architecture Analysis.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Enterprise Distributed Object Computing Conference Workshops, 2013

Using Ontologies to Integrate Multiple Enterprise Architecture Domains.

[BibT_eX]

[DOI]

Proceedings of the Business Information Systems Workshops, 2013

2012

Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset.

[BibT_eX]

[DOI]

Alexander Schindler

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Towards Time-resilient MIR Processes.

[BibT_eX]

[DOI]

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Towards a Decision Support Architecture for Digital Preservation of Business Processes.

[BibT_eX]

[DOI]

Martin Alexander Neumann

Proceedings of the 9th International Conference on Digital Preservation, 2012

On the Complexity of Process Preservation: A Case Study on an E-Science Experiment.

[BibT_eX]

[DOI]

Stephan Strodl

Proceedings of the 9th International Conference on Digital Preservation, 2012

The Applicability of Workflow Management Systems for the Preservation of Business Processes.

[BibT_eX]

[DOI]

Stefan Pröll

Proceedings of the 9th International Conference on Digital Preservation, 2012

Preserving Scientific Processes from Design to Publications.

[BibT_eX]

[DOI]

Martin Alexander Neumann

John Thomson

Gonçalo Antunes

Proceedings of the Theory and Practice of Digital Libraries, 2012

2011

On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Analysing the Similarity of Album Art with Self-Organising Maps.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Music Genre Classification by Ensembles of Audio and Lyrics Features.

[BibT_eX]

[DOI]

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Combination of Feature Selection Methods for Text Categorisation.

[BibT_eX]

[DOI]

Kjetil Nørvåg

Proceedings of the Advances in Information Retrieval, 2011

2010

Multimodal Aspects of Music Retrieval: Audio, Song Lyrics - and Beyond?

[BibT_eX]

[DOI]

Proceedings of the Advances in Music Information Retrieval, 2010

A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization.

[BibT_eX]

[DOI]

Thomas Lidy

José Manuel Iñesta Quereda

Pedro J. Ponce de León

Antonio Pertusa

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2010

2009

Analytic Comparison of Self-Organising Maps.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Interacting with (semi-) automatically extracted context of digital objects.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Context, Information and Ontologies, 2009

Data Recovery from Distributed Personal Repositories.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2009

Makumba: the role of the technology for the sustainability of amateur programming practice and community.

[BibT_eX]

[DOI]

Cristian Bogdan

Proceedings of the Fourth International Conference on Communities and Technologies, 2009

2008

Unsupervised Learning and Clustering.

[BibT_eX]

[DOI]

Derek Greene

Pádraig Cunningham

Proceedings of the Machine Learning Techniques for Multimedia, 2008

Automating the Management of Scientific Conferences using Information Mining Techniques.

[BibT_eX]

Andreas Pesenhofer

J. Digit. Inf. Manag., 2008

Map-based Interfaces for Information Management in Large Text Collections.

[BibT_eX]

Angela Roiger

J. Digit. Inf. Manag., 2008

Combination of audio and lyrics features for genre classification in digital audio collections.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Rhyme and Style Features for Musical Genre Classification by Song Lyrics.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2008, 2008

2007

The Metro Visualisation of Component Planes for Self-Organising Maps.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Visualising Class Distribution on Self-organising Maps.

[BibT_eX]

[DOI]

Taha Abdel Aziz

Proceedings of the Artificial Neural Networks, 2007

Supporting Information Management in Digital Libraries with Map-Based Interfaces.

[BibT_eX]

[DOI]

Angela Roiger

Proceedings of the Research and Advanced Technology for Digital Libraries, 2007

2006

The Map of Mozart.

[BibT_eX]

Thomas Lidy

Proceedings of the ISMIR 2006, 2006

Improving Scientific Conferences by Enhancing Conference Management Systems with Information Mining Capabilities.

[BibT_eX]

[DOI]

Andreas Pesenhofer

Proceedings of the First IEEE International Conference on Digital Information Management (ICDIM), 2006

Adding SOMLib Capabilities to the Greenstone Digital Library System.

[BibT_eX]

[DOI]