Investigating adversarial attacks against machine learning models for anti-money laundering, with a focus on graph-based transaction networks, model robustness, and evasion of fraud detection systems.

Tommaso MorettiSRSohanur RahmanGNGiuseppe Napoli

Investigating the impact of multicollinearity on statistical and machine learning models, with a focus on diagnosis, model stability, predictive performance, and feature attribution.

Tommaso MorettiAGAlessandro Gabusi

Developed a Multi-Fidelity Gaussian Process surrogate model for efficient financial option pricing.

MPMirko PiazzalungaTommaso Moretti