Adversarial interference and its mitigations in privacy-preserving collaborative machine learning
Dmitrii Usynin, Alexander Ziller, Marcus R. Makowski, Rickmer Braren, Daniel Rueckert, Ben Glocker, Georgios Kaissis, Jonathan Passerat‐Palmbach
Topics & Concepts
Adversarial systemComputer scienceContext (archaeology)Data sharingConfidentialityPerspective (graphical)Adversarial machine learningComputer securityInformation privacyCollaborative learningMachine learningArtificial intelligenceField (mathematics)Data scienceKnowledge managementMathematicsMedicinePaleontologyPathologyAlternative medicineBiologyPure mathematicsAdversarial Robustness in Machine LearningPrivacy-Preserving Technologies in DataCryptography and Data Security