Stefano Ferretti

Associate Professor

University of Bologna

Italy

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About

Dr. Stefano Ferretti is an Associate Professor at the University of Bologna in Italy. His research focuses on deep learning techniques, privacy-preserving technologies, and decentralized systems, with recent publications addressing smart contract vulnerability classification, anti-money laundering frameworks, and anomalous cryptocurrency transaction detection. His work also explores the application of network analysis and machine learning in cryptocurrency and portfolio management.

Articles (16)

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2025

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2025

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2025

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2023

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2023

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2022

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2022

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2022

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2022

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2022

Collaborators (5)

Marco Furini

Computer Science Professor

University of Modena and Reggio Emilia

ITALY

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Moreno Marzolla

University of Bologna

ITALY

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Gabriele D'Angelo

Assistant Professor

University of Bologna

ITALY

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martino pengo

Istituto Auxologico Italiano

ITALY

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Víctor Rodríguez-Doncel

SPAIN

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Stefano Ferretti

Research Interests

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Articles (16)

A Comparative Evaluation of Deep Learning Techniques for Smart Contract Vulnerability Classification

Privacy-preserving LLM-based chatbots for hypertensive patient self-management

Decentralized coordination for resilient federated learning: A blockchain-based approach with smart contracts and decentralized storage

Enhancing Anti-Money Laundering Frameworks: An Application of Graph Neural Networks in Cryptocurrency Transaction Classification

Cryptocurrency Turmoil: Unraveling the Collapse of a Unified Stablecoin (USTC) through Twitter as a Passive Sensor

A Network Analysis-Driven Framework for Factual Explainability of Knowledge Graphs

InDaMul: Incentivized Data Mules for Opportunistic Networking Through Smart Contracts and Decentralized Systems

Complex queries over decentralised systems for geodata retrieval

Accountable Clouds Through Blockchain

Detecting anomalous cryptocurrency transactions: An AML/CFT application of machine learning-based forensics

Adaptive parallel and distributed simulation of complex networks

Security analysis of distributed ledgers and blockchains through agent-based simulation

Data governance through a multi-DLT architecture in view of the GDPR

Decentralized Personal Data Marketplaces: How Participation in a DAO Can Support the Production of Citizen-Generated Data

On the Modeling and Simulation of Portfolio Allocation Schemes: an Approach Based on Network Community Detection

Cryptocurrencies activity as a complex network: Analysis of transactions graphs

Collaborators (5)

Marco Furini

Moreno Marzolla

Gabriele D'Angelo

martino pengo

Víctor Rodríguez-Doncel

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