Scientific publications

Defending Against AI Threats with a User-Centric Trustworthiness Assessment Framework

by Efi Kafali, Davy Preuveneers, Theodoros Semertzidis, Petros Daras
CERTH, GR-57001 Thessaloniki, Greece
DistriNet, KU Leuven, B-3001 Leuven, Belgium
Big Data and Cognitive Computing
October 2024

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

by Ilias Tsingenopoulos, Jacopo Cortellazzi, Branislav Bosansky, Simone Aonzo, Davy Preuveneers, Wouter Joosen, Fabio Pierazzi, Lorenzo Cavallaro
DistriNet, KU Leuven, B-3001 Leuven, Belgium
The 27th International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2024)
September 2024

Building a Use Case-Driven Adversarial Threat Matrix: A Comprehensive Approach

by Prodromos Kiriakidis, Efi Kafali, Georgios Rizos, Antonis Voulgaridis, Theodoros Semertzidis, Stephane Gazut, Petros Daras and Konstantinos Votis
Centre for Research and Technology Hellas, CERTH, GR 57001 Thermi, Thessaloniki, Greece
CEA LIST, DIGITEO Saclay, 91 191 Gif sur Yyvette, France
2024 IEEE International Conference on Cyber Security and Resilience (CSR)
September 2024

On Adaptive Decision-Based Attacks and Defenses

by Ilias Tsingenopoulos, Vera Rimmer, Davy Preuveneers, Fabio Pierazzi, Lorenzo Cavallaro and Wouter Joosen
DistriNet, KU Leuven, B-3001 Leuven, Belgium
7th Deep Learning Security and Privacy Workshop co-located with the 45th IEEE Symposium on Security and Privacy
May 2024

NeuralSentinel: Safeguarding Neural Network Reliability and Trustworthiness

by Xabier Echeberria-Barrio, Mikel Gorricho, Selene Valencia, and Francesco Zola
Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia 20009, Spain
Computer Science & Information Technology (CS & IT) 2024, 2

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

by Davy Preuveneers and Wouter Joosen
DistriNet, KU Leuven, B-3001 Leuven, Belgium
Future Internet 2024, 16(3), 69