Davy Preuveneers

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

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

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

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

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

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

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

Google Scholar

Davy Preuveneers Skills & Research Interests

Identity and access management

security analytics

adversarial ML

big data

middleware

Top articles of Davy Preuveneers

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

arXiv preprint arXiv:2402.19027

2024/2/29

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

Future Internet

2024/2/22

Davy Preuveneers
Davy Preuveneers

H-Index: 19

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

Procedia Computer Science

2024/1/1

Davy Preuveneers
Davy Preuveneers

H-Index: 19

Sebastian Schlund
Sebastian Schlund

H-Index: 13

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

arXiv preprint arXiv:2312.13435

2023/12/20

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

2023/12/11

Davy Preuveneers
Davy Preuveneers

H-Index: 19

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

Computers & Security

2023/12/1

Davy Preuveneers
Davy Preuveneers

H-Index: 19

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

2023/9/25

Davy Preuveneers
Davy Preuveneers

H-Index: 19

Enrique Argones Rúa
Enrique Argones Rúa

H-Index: 10

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

2023/8/29

Tim Van Hamme
Tim Van Hamme

H-Index: 4

Davy Preuveneers
Davy Preuveneers

H-Index: 19

Mitigating undesired interactions between liveness detection components in biometric authentication

2023/8/29

Davy Preuveneers
Davy Preuveneers

H-Index: 19

AutoFL: Towards AutoML in a Federated Learning Context

Applied Sciences

2023/7/9

Davy Preuveneers
Davy Preuveneers

H-Index: 19

Effective Machine Learning-based Access Control Administration through Unlearning

2023/7/3

Davy Preuveneers
Davy Preuveneers

H-Index: 19

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

2023/7/3

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

2023/7/3

Pieter Philippaerts
Pieter Philippaerts

H-Index: 9

Davy Preuveneers
Davy Preuveneers

H-Index: 19

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

2023/5/25

Applied Deep Learning in Security and Privacy

2022/12/15

Vera Rimmer
Vera Rimmer

H-Index: 3

Davy Preuveneers
Davy Preuveneers

H-Index: 19

OAuch: Exploring security compliance in the OAuth 2.0 ecosystem

2022/10/26

Pieter Philippaerts
Pieter Philippaerts

H-Index: 9

Davy Preuveneers
Davy Preuveneers

H-Index: 19

Discriminative training of spiking neural networks organised in columns for stream‐based biometric authentication

Iet Biometrics

2022/9

Privacy-preserving polyglot sharing and analysis of confidential cyber threat intelligence

2022/8/23

Davy Preuveneers
Davy Preuveneers

H-Index: 19

Applying Machine Learning to use security oracles: a case study in virus and malware detection

2022/6/6

Davy Preuveneers
Davy Preuveneers

H-Index: 19

Captcha me if you can: Imitation Games with Reinforcement Learning

2022/6/6

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

Co-Authors

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