Ethics of AI 2023/2024

Main

Projects

4 completed projects

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Fairness in Football Player Transfer Value Prediction — Franciszek Wysocki • Gabriel Meira

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Fairness in Skin disease prediction — Giorgia Pavani • Livia Del Gaudio

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Fortifying Medical Diagnosis: Federated Learning Augmented by Blockchain for Enhanced Privacy, Security, and Robustness — Lorenzo Cassano • Jacopo D’Abramo

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Prompting Techniques for Gender Equity in Open-Source LLMs — Andrea Zecca • Samuele Marro • Stefano Colamonaco

11 ongoing projects

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Comparative Analysis of Explainability Techniques for Non-linear Models — Alessio Conti

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Defense Algorithms Against A Fast Gradient Sign Method Attack — Oğuz Kağan Koçak • Clara Nunes

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Developing a Fairness Auditing Tool for Income Prediction Models — Mahmut Kaan Molla • Farhad Bayrami

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Evaluation of Hiring Bias in Large Language Models — Francesco Pivi • Kilian Tiziano Le Creurer

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Exploring Toxic and Hate Bias in Large Language Models — Álvaro Esteban Muñoz

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Framework for Symbolic Rules Constraints in Neural Networks — Silje Eriksen

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Study, Design, and Implement the Knowledge-aware Object Detection Symbolic Knowledge Injection Algorithm — Pelinsu Acar • Rubin Carkaxhia • Calin Diaconu

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Study, design, and implement the [Lyrics] symbolic knowledge injection algorithm — alessio pellegrino

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To encode or not to encode? Explainable approaches for Emotion and Trigger detection on MELD — Umberto Carlucci • Giuseppe Carrino • Matteo Vannucchi

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Transparency and Fairness in Arrival Prediction — fatemeh bozorgi • Reza Shatery • Kankana Gosh

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User Persona for LLMs’ bias evaluation — Luca De Dominicis • Marco Lorenzo Damiani Ferretti • Marco Panarelli