Rethinking certification for trustworthy machine learning-based applications

M Anisetti, CA Ardagna, N Bena… - IEEE Internet …, 2023 - ieeexplore.ieee.org
Machine learning (ML) is increasingly used to implement advanced applications with
nondeterministic behavior, which operate on the cloud–edge continuum. The pervasive …

Certifying Accuracy, Privacy, and Robustness of ML-Based Malware Detection

N Bena, M Anisetti, G Gianini, CA Ardagna - SN Computer Science, 2024 - Springer
Recent advances in artificial intelligence (AI) are radically changing how systems and
applications are designed and developed. In this context, new requirements and regulations …

uitPDF-MalDe: Malicious Portable Document Format files detection using multi machine learning models

NT Cam, TQ Hung, PT Nam - Engineering Applications of Artificial …, 2025 - Elsevier
The widespread use of Portable Document Format (PDF) files has created an ideal
environment for the proliferation of malicious PDFs, posing a significant threat to information …