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Ambra Demontis received the MSc degree in Information technology with honors in 2014, from the University of Cagliari (Italy) discussing a graduation thesis about the "Analysis and development of automatic age estimation techniques". Since November 2014 she is a PhD student at the PRA Lab. From September 2016 to December 2016, he was Visiting Student at The University of Manchester, in the The Machine Learning and Optimisation group guided by Prof. Dr. Gavin Brown. For the year 2014-2015 she was the vice-chair of the IEEE Cagliari Student Branch and of its Systems, Man and Cybernetics Society (SMC) Chapter. She is a member of IEEE, SMC, and GIRPR (Gruppo Italiano Ricercatori Pattern Recognition). Research interests: pattern recognition, adversarial machine learning, face recognition, age estimation.