| 2026 | ANT | Synthetic Pattern Generation and Detection of Financial Activities using Graph Autoencoders. | Francesco Zola, Lucia Muoz, Andrea Venturi, Amaia Gil |
| 2025 | ICDM | A Graph Machine Learning Approach for Detecting Topological Patterns in Transactional Graphs. | Francesco Zola, Jon Ander Medina, Andrea Venturi, Amaia Gil, Raul Orduna |
| 2025 | NCA | Defending Network Intrusion Detection Systems Based on Graph Neural Networks Against Structural Adversarial Attacks. | Dimitri Galli, Andrea Venturi, Dario Stabili, Mauro Andreolini, Mirco Marchetti |
| 2023 | SAC | ARGANIDS: a novel Network Intrusion Detection System based on adversarially Regularized Graph Autoencoder. | Andrea Venturi, Matteo Ferrari, Mirco Marchetti, Michele Colajanni |
| 2022 | NCA | Comparison of Machine Learning-based anomaly detectors for Controller Area Network. | Andrea Venturi, Dario Stabili, Francesco Pollicino, Emanuele Bianchi, Mirco Marchetti |
| 2022 | NCA | Robustness Evaluation of Network Intrusion Detection Systems based on Sequential Machine Learning. | Andrea Venturi, Claudio Zanasi, Mirco Marchetti, Michele Colajanni |
| 2021 | NCA | On the feasibility of adversarial machine learning in malware and network intrusion detection. | Andrea Venturi, Claudio Zanasi |