A Privacy-Preserving Service Framework for Traveling Salesman Problem-Based Neural Combinatorial Optimization Network

The traveling salesman problem (TSP) is one of the classic combinatorial optimization problems, which can be widely used in intelligent transportation and logistics field. Neural network has shown great potential in combinatorial optimization tasks. However, it faces privacy leakage when a TSP neura...

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Bibliographic Details
Published in:	IEEE transactions on cloud computing Vol. 11; no. 4; pp. 1 - 14
Main Authors:	Liu, Jiao, Li, Xinghua, Liu, Ximeng, Tang, Jiawei, Ma, Siqi, Weng, Jian
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.10.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Cloud computing Combinatorial analysis Computational modeling Data processing Decoding Neural network Neural networks Optimization Outsourcing Privacy privacy-preserving service Protocols secret sharing secure multi-party computation Servers Traveling salesman problem TSP
ISSN:	2168-7161, 2372-0018
Online Access:	Get full text
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