Andrea Venturi

20 papers B 4C 1Misc 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Synthetic Pattern Generation and Detection of Financial Activities using Graph Autoencoders.
CoRR
Francesco Zola, Lucia Muñoz, Andrea Venturi, Amaia Gil
2025 — conf
A Graph Machine Learning Approach for Detecting Topological Patterns in Transactional Graphs.
ICDM (Workshops)
Francesco Zola, Jon Ander Medina, Andrea Venturi, Amaia Gil, Raul Orduna
2025 J jnl
A Graph Machine Learning Approach for Detecting Topological Patterns in Transactional Graphs.
CoRR
Francesco Zola, Jon Ander Medina, Andrea Venturi, Amaia Gil, Raul Orduna
2025 J jnl
ART: A Graph-based Framework for Investigating Illicit Activity in Monero via Address-Ring-Transaction Structures.
CoRR
Andrea Venturi, Imanol Jerico-Yoldi, Francesco Zola, Raul Orduna
2025 B conf
Defending Network Intrusion Detection Systems Based on Graph Neural Networks Against Structural Adversarial Attacks.
NCA
Dimitri Galli, Andrea Venturi, Dario Stabili, Mauro Andreolini, Mirco Marchetti
2025 — conf
Evaluating Explainability of Graph Neural Networks for Network Intrusion Detection with Structural Attacks.
ITASEC/SERICS
Dimitri Galli, Andrea Venturi, Isabella Marasco, Mirco Marchetti
2025 C conf
Topological Analysis of Mixer Activities in the Bitcoin Network.
ICBC
Francesco Zola, Jon Ander Medina, Andrea Venturi, Raul Orduna
2025 J jnl
Topological Analysis of Mixer Activities in the Bitcoin Network.
CoRR
Francesco Zola, Jon Ander Medina, Andrea Venturi, Raul Orduna
2024 J jnl
Assessing generalizability of Deep Reinforcement Learning algorithms for Automated Vulnerability Assessment and Penetration Testing.
Array
Andrea Venturi, Mauro Andreolini, Mirco Marchetti, Michele Colajanni
2024 — conf
Hardening Machine Learning based Network Intrusion Detection Systems with synthetic netflows.
ITASEC
Andrea Venturi, Dimitri Galli, Dario Stabili, Mirco Marchetti
2024 J jnl
Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Neural Networks.
CoRR
Andrea Venturi, Dario Stabili, Mirco Marchetti
2023 Misc conf
ARGANIDS: a novel Network Intrusion Detection System based on adversarially Regularized Graph Autoencoder.
SAC
Andrea Venturi, Matteo Ferrari, Mirco Marchetti, Michele Colajanni
2023 — conf
Practical Evaluation of Graph Neural Networks in Network Intrusion Detection.
ITASEC
Andrea Venturi, Daniele Pellegrini, Mauro Andreolini, Luca Ferretti, Mirco Marchetti, Michele Colajanni
2022 J jnl
Classification of Web Phishing Kits for early detection by platform providers.
CoRR
Andrea Venturi, Michele Colajanni, Marco Ramilli, Giorgio Valenziano Santangelo
2022 B conf
Comparison of Machine Learning-based anomaly detectors for Controller Area Network.
NCA
Andrea Venturi, Dario Stabili, Francesco Pollicino, Emanuele Bianchi, Mirco Marchetti
2022 B conf
Robustness Evaluation of Network Intrusion Detection Systems based on Sequential Machine Learning.
NCA
Andrea Venturi, Claudio Zanasi, Mirco Marchetti, Michele Colajanni
2021 B conf
On the feasibility of adversarial machine learning in malware and network intrusion detection.
NCA
Andrea Venturi, Claudio Zanasi
2020 J jnl
Deep Reinforcement Adversarial Learning Against Botnet Evasion Attacks.
IEEE Trans. Netw. Serv. Manag.
Giovanni Apruzzese, Mauro Andreolini, Mirco Marchetti, Andrea Venturi, Michele Colajanni
2011 J jnl
Image Guided Reconstruction of Un-sampled Data: A Filling Technique for Cultural Heritage Models.
Int. J. Comput. Vis.
Matteo Dellepiane, Andrea Venturi, Roberto Scopigno
2009 — conf
Image guided reconstruction of un-sampled data: a coherent filling for uncomplete Cultural Heritage models.
ICCV Workshops
Matteo Dellepiane, Andrea Venturi, Roberto Scopigno