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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
11 - 20 of 138
- PIVOT: Private and Effective Contact Tracing(2022)
Authors: Giuseppe Garofalo, Tim Van hamme, Davy Preuveneers, Wouter Joosen, Aysajan Aishajiang, Mustafa Mustafa
Pages: 22466 - 22489 - OAuch: Exploring Security Compliance in the OAuth 2.0 Ecosystem(2022)
Authors: Pieter Philippaerts, Davy Preuveneers, Wouter Joosen
Pages: 460 - 481 - Discriminative training of spiking neural networks organised in columns for stream-based biometric authentication(2022)
Authors: Enrique Argones Rúa, Tim Van hamme, Davy Preuveneers, Wouter Joosen
Pages: 485 - 497 - Applying Machine Learning to use security oracles: a case study in virus and malware detection(2022)
Authors: Davy Preuveneers, Emma Lavens, Wouter Joosen
Pages: 240 - 251 - Open-World Network Intrusion Detection(2022)
Authors: Vera Rimmer, Davy Preuveneers, Wouter Joosen
Pages: 254 - 283Number of pages: 30 - AI for Biometric Authentication Systems(2022)
Authors: Tim Van hamme, Giuseppe Garofalo, Sander Joos, Davy Preuveneers, Wouter Joosen
Pages: 156 - 180 - Machine Learning Meets Data Modification(2022)
Authors: Giuseppe Garofalo, Davy Preuveneers, Wouter Joosen
Pages: 130 - 155 - Adversarial Robustness is Not Enough: Practical Limitations for Securing Facial Authentication(2022)
Authors: Sander Joos, Tim Van hamme, Davy Preuveneers, Wouter Joosen
Pages: 2 - 12Number of pages: 11 - Captcha me if you can: Imitation Games with Reinforcement Learning(2022)
Authors: Ilias Tsingenopoulos, Davy Preuveneers, Lieven Desmet, Wouter Joosen
Pages: 719 - 735Number of pages: 17 - Privacy-Preserving Polyglot Sharing and Analysis of Confidential Cyber Threat Intelligence(2022)
Authors: Davy Preuveneers, Wouter Joosen
Pages: 1 - 11Number of pages: 11