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of 465
pro vyhledávání: '"de Gaspari P"'
Machine learning has brought significant advances in cybersecurity, particularly in the development of Intrusion Detection Systems (IDS). These improvements are mainly attributed to the ability of machine learning algorithms to identify complex relat
Externí odkaz:
http://arxiv.org/abs/2409.18736
The Stochastic Burgers equation was introduced in [H. van Beijeren, R. Kutner and H. Spohn, Excess noise for driven diffusive systems, PRL, 1985] as a continuous approximation of the fluctuations of the asymmetric simple exclusion process. It is form
Externí odkaz:
http://arxiv.org/abs/2404.07728
The unprecedented availability of training data fueled the rapid development of powerful neural networks in recent years. However, the need for such large amounts of data leads to potential threats such as poisoning attacks: adversarial manipulations
Externí odkaz:
http://arxiv.org/abs/2403.13523
Autor:
Hitaj, Dorjan, Pagnotta, Giulio, De Gaspari, Fabio, Ruko, Sediola, Hitaj, Briland, Mancini, Luigi V., Perez-Cruz, Fernando
Training high-quality deep learning models is a challenging task due to computational and technical requirements. A growing number of individuals, institutions, and companies increasingly rely on pre-trained, third-party models made available in publ
Externí odkaz:
http://arxiv.org/abs/2403.03593
Autor:
Amanda Izeli Portilho, Valéria Oliveira Silva, Hernan Hermes Monteiro Da Costa, Rosemeire Yamashiro, Isabela Penteriche de Oliveira, Ivana Barros de Campos, Carlos Roberto Prudencio, Elaine Monteiro Matsuda, Luís Fernando de Macedo Brígido, Elizabeth De Gaspari
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract Humoral response to SARS-CoV-2 has been studied, predominantly the classical IgG and its subclasses. Although IgE antibodies are typically specific to allergens or parasites, a few reports describe their production in response to SARS-CoV-2
Externí odkaz:
https://doaj.org/article/fe4c71dd31d6410db6964665bf41df7a
Autor:
Miho, Hristofor, Pagnotta, Giulio, Hitaj, Dorjan, De Gaspari, Fabio, Mancini, Luigi V., Koubouris, Georgios, Godino, Gianluca, Hakan, Mehmet, Diez, Concepcion Muñoz
The easy and accurate identification of varieties is fundamental in agriculture, especially in the olive sector, where more than 1200 olive varieties are currently known worldwide. Varietal misidentification leads to many potential problems for all t
Externí odkaz:
http://arxiv.org/abs/2303.00431
Autor:
Pagnotta, Giulio, De Gaspari, Fabio, Hitaj, Dorjan, Andreolini, Mauro, Colajanni, Michele, Mancini, Luigi V.
Publikováno v:
IEEE Transactions on Information Forensics and Security, 2023
Moving Target Defense and Cyber Deception emerged in recent years as two key proactive cyber defense approaches, contrasting with the static nature of the traditional reactive cyber defense. The key insight behind these approaches is to impose an asy
Externí odkaz:
http://arxiv.org/abs/2303.00387
Ransomware attacks have caused billions of dollars in damages in recent years, and are expected to cause billions more in the future. Consequently, significant effort has been devoted to ransomware detection and mitigation. Behavioral-based ransomwar
Externí odkaz:
http://arxiv.org/abs/2301.11050
Autor:
Amanda Izeli Portilho, Hernan Hermes Monteiro da Costa, Marcia Grando Guereschi, Carlos Roberto Prudencio, Elizabeth De Gaspari
Publikováno v:
Human Vaccines & Immunotherapeutics, Vol 20, Iss 1 (2024)
ABSTRACTCOVID-19, caused by SARS-CoV-2, and meningococcal disease, caused by Neisseria meningitidis, are relevant infectious diseases, preventable through vaccination. Outer membrane vesicles (OMVs), released from Gram-negative bacteria, such as N. m
Externí odkaz:
https://doaj.org/article/c335288dc24e4c61a5bf0c2e2d224e4e
Publikováno v:
IEEE Access, Vol 12, Pp 56120-56140 (2024)
Aircraft control surfaces are subjected to uncertain design parameters and time–varying external disturbances related to aerodynamic loads. This paper presents a control formulation for their positioning based on a velocity/position dual loop, embe
Externí odkaz:
https://doaj.org/article/ffe144323c024791bd8ab8a0d39aa5bd