Emanuele Frontoni

Full Professor of Computer Science

University of Macerata
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Italy

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Professor Emanuele Frontoni is a Full Professor of Computer Science at Università di Macerata, Italy. His research areas encompass digital transformation in manufacturing, fashion design, computer vision, generative AI in XR environments, machine learning for political campaigning, and blockchain technologies. His recent publications reflect his expertise in optimizing deep learning models, enhancing AI explainability, and developing ethical frameworks for AI applications.

Articles (28)

Enhancing Smart Communication Security: A Novel Cost Function for Efficient S-Box Generation in Symmetric Key Cryptography

In the realm of smart communication systems, where the ubiquity of 5G/6G networks and IoT applications demands robust data confidentiality, the cryptographic integrity of block and stream cipher mechanisms plays a pivotal role. This paper focuses on the enhancement of cryptographic strength in these systems through an innovative approach to generating substitution boxes (S-boxes), which are integral in achieving confusion and diffusion properties in substitution–permutation networks. These properties are critical in thwarting statistical, differential, linear, and other forms of cryptanalysis, and are equally vital in pseudorandom number generation and cryptographic hashing algorithms. The paper addresses the challenge of rapidly producing random S-boxes with desired cryptographic attributes, a task notably arduous given the complexity of existing generation algorithms. We delve into the hill climbing algorithm, exploring various cost functions and their impact on computational complexity for generating S-boxes with a target nonlinearity of 104. Our contribution lies in proposing a new cost function that markedly reduces the generation complexity, bringing down the iteration count to under 50,000 for achieving the desired S-box. This advancement is particularly significant in the context of smart communication environments, where the balance between security and performance is paramount.

Year:

2024

Collaborators (19)

Luca Romeo

Tenure Track Assistant Professor Computer Science

University of Macerata

ITALY

SARA MOCCIA

Assistant Professor

Scuola Superiore Sant'Anna

ITALY

Víctor Manuel Vargas Yun

Substitute Lecturer

Universidad de Córdoba

SPAIN

Simona Tiribelli

Massachusetts Institute of Technology

UNITED STATES

Pedro Antonio Gutiérrez

Associate Professor

Universidad de Córdoba

SPAIN

Rocco Pietrini

Assistant Professor

Università Politecnica delle Marche

ITALY

Francesca Spigarelli

Full professor

University of Macerata

ITALY

Adriano Mancini

Associate Professor

Marche Polytechnic University

ITALY

Sergey Kandiy

-

UKRAINE

Lorenzo Compagnucci

Tenure Track Assistant Professor

University of Macerata

ITALY

Oleksandr Kuznetsov

-

UKRAINE

Primo Zingaretti

Professor

Università Politecnica delle Marche

ITALY

Ruslan Shevchuk

Associate Professor

University of Bielsko-Biala

POLAND

Roberto Pierdicca

Università Politecnica delle Marche

ITALY

Marina Paolanti

Assistant Professor

University of Macerata

ITALY

Angela Giuseppina COSSIRI

Associate Professor, Constitutional Law

University of Macerata

ITALY

Giovanni DI COSIMO

Full Professor of Constitutional Law

University of Macerata

ITALY

Carlo Urbinati

Associate Professor

Università Politecnica delle Marche

ITALY

Cristian Randieri

Professor & Researcher

eCampus University

ITALY
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