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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
1 - 10 of 137
- On the adversarial robustness of full integer quantized TinyML models at the edge(2023)
Authors: Davy Preuveneers, Wouter Joosen
Pages: 7 - 12 - Privacy-Preserving Correlation of Cross-Organizational Cyber Threat Intelligence with Private Graph Intersections(2023)
Authors: Davy Preuveneers, Wouter Joosen
- Security and Assessment of Biometric Authentication: Attacks, Defenses and Metrics(2023)
Authors: Tim Van hamme, Wouter Joosen, Davy Preuveneers
- Mitigating undesired interactions between liveness detection components in biometric authentication(2023)
Authors: Emma Lavens, Davy Preuveneers, Wouter Joosen
Pages: 1 - 8 - Beware the Doppelgänger: Attacks against Adaptive Thresholds in Facial Recognition Systems(2023)
Authors: Willem Verheyen, Tim Van hamme, Sander Joos, Davy Preuveneers, Wouter Joosen
Number of pages: 24 - Revisiting OAuth 2.0 Compliance: A Two-Year Follow-Up Study(2023)
Authors: Pieter Philippaerts, Davy Preuveneers, Wouter Joosen
Pages: 521 - 525 - Masterkey attacks against free-text keystroke dynamics and security implications of demographic factors(2023)
Authors: Tim Van hamme, Giuseppe Garofalo, Davy Preuveneers, Wouter Joosen
Pages: 278 - 291 - AutoFL: Towards AutoML in a Federated Learning Context(2023)
Authors: Davy Preuveneers
- On the Brittleness of Robust Features: An Exploratory Analysis of Model Robustness and Illusionary Robust Features(2023)
Authors: Rafa Gálvez Vizcaíno, Davy Preuveneers, Bart Preneel
Pages: 38 - 44 - Applied Deep Learning in Security and Privacy(2022)
Authors: Vera Rimmer, Wouter Joosen, Davy Preuveneers