Davy Preuveneers

IMEC — Belgium

Computer Science · Physical Sciences

27h-index3.4kcitations212works2.42yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Context-Aware Activity Recognition Systems(71), Service-Oriented Architecture and Web Services(28), IoT and Edge/Fog Computing(27), Advanced Malware Detection Techniques(23), User Authentication and Security Systems(21)

Publications212 total

A comparative benchmark study of LLM-based threat elicitation tools
Future Generation Computer Systems·2025· 1 cited
Certified unlearning for a trustworthy machine learning-based access control administration
International Journal of Information Security·2025
Triple Down on Robustness: Understanding the Impact of Adversarial Triplet Compositions on Adversarial Robustness
Machine Learning and Knowledge Extraction·2025Open Access
Adversarial Robustness of Machine Learning-Based Access Control
Lecture notes in computer science·2025· 1 cited
Identity Management for Cyber-Physical Systems
2025
Unveiling Illusionary Robust Features: A Novel Approach for Adversarial Defenses in Deep Neural Networks
IEEE Access·2025Open Access
Evaluating Turnstile as a Privacy-Conscious Alternative to reCAPTCHA
Lecture notes in computer science·2025
Poster: Robust Edge-Based Detection of Bot Attacks Through Federated Learning
2024· 1 cited
Defending Against AI Threats with a User-Centric Trustworthiness Assessment Framework
Big Data and Cognitive Computing·2024· 2 citedOpen Access
How to Train your Antivirus: RL-based Hardening through the Problem Space
2024· 5 citedOpen Access
A Self-Sovereign Identity Approach to Decentralized Access Control with Transitive Delegations
2024· 5 citedOpen Access
How to Train your Antivirus: RL-based Hardening through the Problem-Space
arXiv (Cornell University)·2024Open Access
An Ontology-Based Cybersecurity Framework for AI-Enabled Systems and Applications
Future Internet·2024· 10 citedOpen Access
On the Use of AutoML for Combating Alert Fatigue in Security Operations Centers
Lecture notes in computer science·2024· 3 citedOpen Access
A Novel Evaluation Framework for Biometric Security: Assessing Guessing Difficulty as a Metric
IEEE Transactions on Information Forensics and Security·2024· 1 cited
Business model development concept for SMEs in the era of twin transition
Procedia Computer Science·2024· 10 citedOpen Access
European Union ∙ ChatGPT, Are You Lawfully Processing My Personal Data? GDPR Compliance and Legal Basis for Processing Personal Data by OpenAI
Journal of AI Law and Regulation·2024· 1 cited
The Adaptive Arms Race: Redefining Robustness in AI Security
arXiv (Cornell University)·2023Open Access
On the adversarial robustness of full integer quantized TinyML models at the edge
2023· 6 citedOpen Access
Proceedings of the 2nd International Workshop on Middleware for the Edge
2023Open Access
page 1 of 11Next →

Frequent Co-authors

Wouter Joosen(24), Yolande Berbers(21), Elisabeth Ilie‐Zudor(7), Ansar-Ul-Haque Yasar(5), Jan Spooren(4), Tim Van hamme(4), Enrique Argones Rúa(3), Ilias Tsingenopoulos(2), Peter Rigole(2), Karin Coninx(2), Tom Van Goethem(2), Koosha Paridel(2), Yves Vanrompay(2), Vera Rimmer(1), Jan Van den Bergh(1), Dennis Wagelaar(1), Andy Georges(1), Tim Clerckx(1), Viviane Jonckers(1), Koen De Bosschere(1)