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Adversarial machine learning for protecting against online manipulation



Stefano Cresci , Marinella Petrocchi , Angelo Spognardi , Stefano Tognazzi

* To appear on IEEE Internet Computing. `Accepted manuscript' version 

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A study on text-score disagreement in online reviews



Michela Fazzolari , Vittoria Cozza , Marinella Petrocchi , Angelo Spognardi

* This is the accepted version of the paper. The final version will be published in the Journal of Cognitive Computation, available at Springer via http://dx.doi.org/10.1007/s12559-017-9496-y 

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Social Fingerprinting: detection of spambot groups through DNA-inspired behavioral modeling



Stefano Cresci , Roberto Di Pietro , Marinella Petrocchi , Angelo Spognardi , Maurizio Tesconi

* IEEE Transactions on Dependable and Secure Computing, 2017 

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A matter of words: NLP for quality evaluation of Wikipedia medical articles



Vittoria Cozza , Marinella Petrocchi , Angelo Spognardi


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DNA-inspired online behavioral modeling and its application to spambot detection



Stefano Cresci , Roberto Di Pietro , Marinella Petrocchi , Angelo Spognardi , Maurizio Tesconi


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Fame for sale: efficient detection of fake Twitter followers



Stefano Cresci , Roberto Di Pietro , Marinella Petrocchi , Angelo Spognardi , Maurizio Tesconi

* Decision Support Systems, 80, 56-71 (2015) 

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Hacking Smart Machines with Smarter Ones: How to Extract Meaningful Data from Machine Learning Classifiers



Giuseppe Ateniese , Giovanni Felici , Luigi V. Mancini , Angelo Spognardi , Antonio Villani , Domenico Vitali


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