Data Science, Machine Learning, Artificial Intelligence, Technology, Cybersecurity.
leak private information through their predictions. Differential privacy offers a way to limit this risk by injecting noise into the training process to obscure individual data contributions. This article will explore how models trained without differential privacy can expose sensitive information