14 research outputs found

    Bibbia, cristianesimo e letteratura italiana: uno sguardo d'assieme.

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    L'A. ripercorre la presenza della Bibbia nella letteratura italiana dalle origini ai giorni nostri, sottolineando la persistenza della ripresa del Sacro testo sia nella poesia che nella prosa

    AMachine Learning-based approach to Digital Triage

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    MP-shield: A framework for phishing detection in mobile devices

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    Today, there is an exponential growth of e-services requiring the exchange of personal and sensible data over the Internet. Phishing techniques are emerging as the easiest solution to break the weakest link of the security chain: the end user. Social engineering attacks are deployed by financial/cyber criminals at a very low cost to induce naïve Internet users to reveal user credentials such as bank account and credit card numbers. This problem needs to be addressed in the mobile field as well, due to the large diffusion of mobile devices such as smartphones, tablet, etc. In this paper we propose a novel framework for phishing detection in Android mobile devices which, on the one hand exploits well-known techniques already implemented by popular web browsers plug-in, such as public blacklist search, and, on the other hand, implements a machine learning detection engine which ensure zero-hour protection from new phishing campaigns

    Italian Text Categorization with Lemmatization and Support Vector Machines

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    The paper describes an Italian language text categorizer by Lemmatization and support vector machines. The categorizer is composed of six modules. The first module performs the tokenization, removing the punctuation signs; the second and third ones carry out stopping and lemmatization, respectively; the fourth module implements the bag-of-words approach; the fifth one performs feature dimensionality reduction eliminating poor discriminant features; finally, the last module does the classification. The Italian text categorizer has been validated on a database composed of more than 1100 articles, extracted from online edition of three Italian language newspapers, belonging to eight different categories. The work is highly novel, since to the best our knowledge, there are no works in literature on Italian text categorization
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