Davy Preuveneers

Davy Preuveneers

Katholieke Universiteit Leuven

H-index: 31

Europe-Belgium

About Davy Preuveneers

Davy Preuveneers, With an exceptional h-index of 31 and a recent h-index of 22 (since 2020), a distinguished researcher at Katholieke Universiteit Leuven, specializes in the field of Identity and access management, security analytics, adversarial ML, big data, middleware.

His recent articles reflect a diverse array of research interests and contributions to the field:

How to Train your Antivirus: RL-based Hardening through the Problem-Space

An Ontology-Based Cybersecurity Framework for AI-Enabled Systems and Applications

Business model development concept for SMEs in the era of twin transition

On the Brittleness of Robust Features: An Exploratory Analysis of Model Robustness and Illusionary Robust Features

Mitigating undesired interactions between liveness detection components in biometric authentication

Adversarial Markov Games: On Adaptive Decision-Based Attacks and Defenses

AutoFL: Towards AutoML in a Federated Learning Context

On the adversarial robustness of full integer quantized TinyML models at the edge

Davy Preuveneers Information

University

Position

Research Manager imec-DistriNet

Citations(all)

4209

Citations(since 2020)

2135

Cited By

2793

hIndex(all)

31

hIndex(since 2020)

22

i10Index(all)

81

i10Index(since 2020)

37

Email

University Profile Page

Katholieke Universiteit Leuven

Google Scholar

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Davy Preuveneers Skills & Research Interests

Identity and access management

security analytics

adversarial ML

big data

middleware

Top articles of Davy Preuveneers

Title

Journal

Author(s)

Publication Date

How to Train your Antivirus: RL-based Hardening through the Problem-Space

arXiv preprint arXiv:2402.19027

Jacopo Cortellazzi

Ilias Tsingenopoulos

Branislav Bošanský

Simone Aonzo

Davy Preuveneers

...

2024/2/29

An Ontology-Based Cybersecurity Framework for AI-Enabled Systems and Applications

Future Internet

Davy Preuveneers

Wouter Joosen

2024/2/22

Business model development concept for SMEs in the era of twin transition

Procedia Computer Science

Viola Gallina

Arko Steinwender

Elisabeth Zudor

Davy Preuveneers

Sebastian Schlund

2024/1/1

On the Brittleness of Robust Features: An Exploratory Analysis of Model Robustness and Illusionary Robust Features

Alireza Aghabagherloo

Rafa Gálvez

Davy Preuveneers

Bart Preneel

2023/5/25

Mitigating undesired interactions between liveness detection components in biometric authentication

Emma Lavens

Davy Preuveneers

Wouter Joosen

2023/8/29

Adversarial Markov Games: On Adaptive Decision-Based Attacks and Defenses

arXiv preprint arXiv:2312.13435

Ilias Tsingenopoulos

Vera Rimmer

Davy Preuveneers

Fabio Pierazzi

Lorenzo Cavallaro

...

2023/12/20

AutoFL: Towards AutoML in a Federated Learning Context

Applied Sciences

Davy Preuveneers

2023/7/9

On the adversarial robustness of full integer quantized TinyML models at the edge

Davy Preuveneers

Willem Verheyen

Sander Joos

Wouter Joosen

2023/12/11

Effective Machine Learning-based Access Control Administration through Unlearning

Javier Martínez Llamas

Davy Preuveneers

Wouter Joosen

2023/7/3

Privacy-preserving correlation of cross-organizational cyber threat intelligence with private graph intersections

Computers & Security

Davy Preuveneers

Wouter Joosen

2023/12/1

Masterkey attacks against free-text keystroke dynamics and security implications of demographic factors

Tim Van Hamme

Giuseppe Garofalo

Davy Preuveneers

Wouter Joosen

2023/7/3

On the Use of AutoML for Combating Alert Fatigue in Security Operations Centers

Davy Preuveneers

Javier Martínez Llamas

Irfan Bulut

Enrique Argones Rúa

Pieter Verfaillie

...

2023/9/25

Beware the Doppelgänger: Attacks against Adaptive Thresholds in Facial Recognition Systems

Willem Verheyen

Tim Van Hamme

Sander Joos

Davy Preuveneers

Wouter Joosen

2023/8/29

Revisiting OAuth 2.0 compliance: a two-year follow-up study

Pieter Philippaerts

Davy Preuveneers

Wouter Joosen

2023/7/3

Open-world network intrusion detection

Vera Rimmer

Azqa Nadeem

Sicco Verwer

Davy Preuveneers

Wouter Joosen

2022/4/8

Captcha me if you can: Imitation Games with Reinforcement Learning

Ilias Tsingenopoulos

Davy Preuveneers

Lieven Desmet

Wouter Joosen

2022/6/6

Applied Deep Learning in Security and Privacy

Vera Rimmer

Wouter Joosen

Davy Preuveneers

2022/12/15

Adaptive malware control: Decision-based attacks in the problem space of dynamic analysis

Ilias Tsingenopoulos

Ali Mohammad Shafiei

Lieven Desmet

Davy Preuveneers

Wouter Joosen

2022/5/30

OAuch: Exploring security compliance in the OAuth 2.0 ecosystem

Pieter Philippaerts

Davy Preuveneers

Wouter Joosen

2022/10/26

Adversarial robustness is not enough: Practical limitations for securing facial authentication

Sander Joos

Tim Van Hamme

Davy Preuveneers

Wouter Joosen

2022/4/18

See List of Professors in Davy Preuveneers University(Katholieke Universiteit Leuven)

Co-Authors

H-index: 49
Koen De Bosschere

Koen De Bosschere

Universiteit Gent

H-index: 35
Yolande Berbers

Yolande Berbers

Katholieke Universiteit Leuven

H-index: 26
Dr. Ansar-Ul-Haque Yasar

Dr. Ansar-Ul-Haque Yasar

Universiteit Hasselt

H-index: 17
Jan Van den Bergh

Jan Van den Bergh

Universiteit Hasselt

H-index: 17
Tom Van Goethem

Tom Van Goethem

Katholieke Universiteit Leuven

H-index: 15
Enrique Argones Rúa

Enrique Argones Rúa

Katholieke Universiteit Leuven

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