Emanuele Frontoni
Full Professor of Computer Science
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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
SARA MOCCIA
Assistant Professor
Scuola Superiore Sant'Anna
Víctor Manuel Vargas Yun
Substitute Lecturer
Universidad de Córdoba
Simona Tiribelli
Massachusetts Institute of Technology
Pedro Antonio Gutiérrez
Associate Professor
Universidad de Córdoba
Rocco Pietrini
Assistant Professor
Università Politecnica delle Marche
Francesca Spigarelli
Full professor
University of Macerata
Adriano Mancini
Associate Professor
Marche Polytechnic University
Sergey Kandiy
-
Lorenzo Compagnucci
Tenure Track Assistant Professor
University of Macerata
Oleksandr Kuznetsov
-
Primo Zingaretti
Professor
Università Politecnica delle Marche
Ruslan Shevchuk
Associate Professor
University of Bielsko-Biala
Roberto Pierdicca
Università Politecnica delle Marche
Marina Paolanti
Assistant Professor
University of Macerata
Angela Giuseppina COSSIRI
Associate Professor, Constitutional Law
University of Macerata
Giovanni DI COSIMO
Full Professor of Constitutional Law
University of Macerata
Carlo Urbinati
Associate Professor
Università Politecnica delle Marche
Cristian Randieri
Professor & Researcher
eCampus University

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