Secure, privacy-preserving and federated machine learning in medical imaging

An overview of current and next-generation methods for federated, secure and privacy-preserving artificial intelligence with a focus on medical imaging applications, alongside potential attack vectors and future prospects in medical imaging and beyond are presented.