Free Information Center
Federated learning is a machine learning technique that enables decentralized devices to collaboratively train a model while keeping data localized. It enhances privacy by allowing data to remain on user devices, reducing the need to share sensitive information with central servers.
Prompt leaking refers to the unintentional exposure or revealing of input prompts used in artificial intelligence systems, particularly language models, which may compromise privacy, security, or intellectual property. It is a concern in AI deployment and development, affecting model integrity and user confidentiality.