Andrea Venturi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 9

Top Topics

Early Detection

Malignant Melanoma

Wrapper Feature Selection

Machine Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Andrea Venturi, Dimitri Gall, Dario Stabili, Mirco Marchetti
Hardening Machine Learning based Network Intrusion Detection Systems with synthetic netflows. ITASEC (2024)
Andrea Venturi, Dario Stabili, Mirco Marchetti
Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Neural Networks. CoRR (2024)
Andrea Venturi, Daniele Pellegrini, Mauro Andreolini, Luca Ferretti, Mirco Marchetti, Michele Colajanni
Practical Evaluation of Graph Neural Networks in Network Intrusion Detection. ITASEC (2023)
Andrea Venturi, Matteo Ferrari, Mirco Marchetti, Michele Colajanni
ARGANIDS: a novel Network Intrusion Detection System based on adversarially Regularized Graph Autoencoder. SAC (2023)
Andrea Venturi, Dario Stabili, Francesco Pollicino, Emanuele Bianchi, Mirco Marchetti
Comparison of Machine Learning-based anomaly detectors for Controller Area Network. NCA (2022)
Andrea Venturi, Michele Colajanni, Marco Ramilli, Giorgio Valenziano Santangelo
Classification of Web Phishing Kits for early detection by platform providers. CoRR (2022)
Andrea Venturi, Claudio Zanasi, Mirco Marchetti, Michele Colajanni
Robustness Evaluation of Network Intrusion Detection Systems based on Sequential Machine Learning. NCA (2022)
Andrea Venturi, Claudio Zanasi
On the feasibility of adversarial machine learning in malware and network intrusion detection. NCA (2021)
Giovanni Apruzzese, Mauro Andreolini, Mirco Marchetti, Andrea Venturi, Michele Colajanni
Deep Reinforcement Adversarial Learning Against Botnet Evasion Attacks. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Matteo Dellepiane, Andrea Venturi, Roberto Scopigno
Image Guided Reconstruction of Un-sampled Data: A Filling Technique for Cultural Heritage Models. Int. J. Comput. Vis. 94 (1) (2011)
Matteo Dellepiane, Andrea Venturi, Roberto Scopigno
Image guided reconstruction of un-sampled data: a coherent filling for uncomplete Cultural Heritage models. ICCV Workshops (2009)