2 papers
q-fin.CP2025
Machine Learning vs. Randomness: Challenges in Predicting Binary Options Movements
Gabriel M. Arantes, Richard F. Pinto, Bruno L. Dalmazo +5
Binary options trading is often marketed as a field where predictive models can generate consistent profits. However, the inherent randomness and stochastic nature of binary option…
cs.CR2024
Federated Learning under Attack: Improving Gradient Inversion for Batch of Images
Luiz Leite, Yuri Santo, Bruno L. Dalmazo +1
Federated Learning (FL) has emerged as a machine learning approach able to preserve the privacy of user's data. Applying FL, clients train machine learning models on a local datase…