The SmartData@PoliTO center focuses on Big Data technologies, Data Science and Machine Learning approaches. We blend interdisciplinary people and competences from different domains to provide cross-domain solutions to the widest spectrum of knowledge discovery challenges, by leveraging advanced expertise in data science, from data management, to data modeling, analytics, and engineering. We are a well-recognized center where experts in methodologies and domain experts from various disciplines work in a single space, facing both theoretical problems and helping companies toward applications.
Presenter: Kai HuangMonday, July 15th, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT Network telescopes are ranges of IP addresses with nothing connected. They are contacted by botnets and scanners that look for possible victims. Each telescope exposes a partial view, and merging the information with that coming from other telescopes is fundamental. […]
Presenter: Francesco De SantisMonday, July 1st, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT Despite their success, Large-Language Models (LLMs) still face criticism as their lack of interpretability limits their controllability and reliability. Traditional post-hoc interpretation methods, based on attention and gradient-based analysis, offer limited insight into the model’s decision-making processes. In the […]
Presenter: Riccardo PignariMonday, June 17th, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT The field of machine learning is rapidly gaining prominence on the IoT edge device. Within the domain of neuromorphics, the goal is to replicate the capabilities of the human brain and its fundamental processing unit, the neuron. Models that can […]
Presenter: Anne Josiane KouamThursday, June 6th, 2024 10:00 AMLocation: Sala Grande Covivio, Corso Ferrucci 112 ABSTRACT Fraud within cellular networks poses a persistent and multifaceted challenge. This presentation delves into the intricacies of “international bypass fraud,” a particularly insidious form of deception that extends its impact beyond conventional understanding. Indeed, this fraud’s repercussions span diverse […]
