UC Secure Private Branching Program and Decision Tree Evaluation

Branching program (BP) is a DAG-based non-uniform computational model for L/poly class. It has been widely used in formal verification, logic synthesis, and data analysis. As a special BP, a decision tree is a popular machine learning classifier for its effectiveness and simplicity. In this work, we...

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Veröffentlicht in:	IEEE transactions on dependable and secure computing 2023-07, Vol.20 (4), p.2836-2848
Hauptverfasser:	Ji, Keyu, Zhang, Bingsheng, Lu, Tianpei, Li, Lichun, Ren, Kui
Format:	Artikel
Sprache:	eng
Schlagworte:	branching program Complexity theory Computational modeling Costs Cryptography Data analysis Decision analysis Decision tree Decision trees Logic synthesis Machine learning Privacy privacy preserving Protocol Protocols Servers
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