PySyft

PySyft is an open-source Python library that enables secure and private machine learning. It allows data scientists to train AI models on sensitive data without directly accessing or sharing the raw information. Instead, it uses techniques like federated learning and secure multi-party computation, which keep data private while still enabling effective model training across distributed sources. PySyft helps organizations collaborate on AI development without compromising data security or privacy, making it especially useful for fields like healthcare and finance where sensitive information is involved.