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Researcher
Davy Preuveneers
- Disciplines:Artificial intelligence not elsewhere classified, Computer system security, System software and middleware, Distributed systems
Affiliations
- Distributed and Secure Software (DistriNet) (Division)
Member
From1 Aug 2020 → Today - Informatics Section (Division)
Member
From1 Oct 2003 → 4 Aug 2020
Projects
1 - 8 of 8
- Security and AI: Smart access control with AIFrom26 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Practical attacks against machine learning systemsFrom13 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Adversarial machine learning for biometric authenticationFrom13 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Increased trustworthinesss for online authenticationFrom1 Oct 2021 → 29 Feb 2024Funding: Own budget, for example: patrimony, inscription fees, gifts
- Protection of security solutions that rely on machine learningFrom6 May 2019 → 6 May 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Safe adoption of machine learning in cybersecurity applicationsFrom16 Oct 2018 → 16 Oct 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- Security and Assessment of Biometric Authentication: Attacks, Defenses and MetricsFrom19 Dec 2017 → 19 Dec 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Privacy-by-design Regulation in Software Engineering (PRiSE)From1 Oct 2017 → 30 Sep 2021Funding: IOF - Industrial Research Fund
Publications
41 - 50 of 138
- Internet of Things for enabling smart environments: A technology-centric perspective(2019)
Authors: Davy Preuveneers
Pages: 23 - 43 - AutoAttacker: A reinforcement learning approach for black-box adversarial attacks(2019)
Authors: Ilias Tsingenopoulos, Davy Preuveneers, Wouter Joosen
Pages: 229 - 237Number of pages: 9 - Towards multi-party policy-based access control in federations of cloud and edge microservices(2019)
Authors: Davy Preuveneers, Wouter Joosen
Pages: 29 - 38Number of pages: 10 - Chained Anomaly Detection Models for Federated Learning: An Intrusion Detection Case Study(2018)
Authors: Davy Preuveneers, Vera Rimmer, Ilias Tsingenopoulos, Jan Spooren, Wouter Joosen
- Special Issue: Big Data for Context-Aware Applications and Intelligent Environments(2018)
Authors: Davy Preuveneers
Pages: 1 - 3 - Big Data for Context-Aware Applications and Intelligent Environments(2018)
Authors: Davy Preuveneers, Elisabeth Ilie-Zudor
Number of pages: 109 - Robust digital twin compositions for Industry 4.0 smart manufacturing systems(2018)
Authors: Davy Preuveneers, Wouter Joosen
Pages: 69 - 78Number of pages: 10 - Managing distributed trust relationships for multi-modal authentication(2018)
Authors: Tim Van hamme, Davy Preuveneers, Wouter Joosen
Pages: 258 - 270 - Fishy Faces: Crafting Adversarial Images to Poison Face Authentication(2018)
Authors: Giuseppe Garofalo, Vera Rimmer, Davy Preuveneers, Wouter Joosen
Pages: 1 - 12Number of pages: 12 - Automated Website Fingerprinting through Deep Learning(2018)
Authors: Vera Rimmer, Davy Preuveneers, Tom Van Goethem, Wouter Joosen
Pages: 1 - 15Number of pages: 15