SecureBoost$$+$$: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree
Tao Fan, Weijing Chen, Guoqiang Ma, Yan Kang, Lixin Fan, Qiang Yang
Topics & Concepts
Computer scienceBoosting (machine learning)Gradient boostingDecision treeCiphertextMachine learningArtificial intelligenceScale (ratio)Data miningTree (set theory)EncryptionRandom forestComputer securityQuantum mechanicsPhysicsMathematicsMathematical analysisPrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques