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Updated: Jun 5, 2025

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications

Published on: February 23, 2019

Efficient phrase search with reliable verification over encrypted cloud-IoT data.

Wanshan Xu¹, Ze Zhu¹, Muhammad Irfan Khalid²

¹School of Computer and Cyberspace Security, Communication University of China, Beijing, China.

Peerj. Computer Science

|December 9, 2024

Summary

This summary is machine-generated.

This study introduces a secure phrase search encryption scheme for cloud Internet of Things (IoT) systems. It uses blockchain for reliable verification and homomorphic encryption for efficient, secure phrase identification.

Keywords:

Blockchain Efficient Phrase search Verification

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Area of Science:

Computer Science
Cryptography
Cloud Computing

Background:

Phrase search encryption is crucial for cloud Internet of Things (IoT) systems, enabling data retrieval without decryption.
Existing schemes face challenges in phrase search complexity and unreliable verification due to server-generated evidence.
The untrustworthy nature of cloud servers necessitates a robust and verifiable search solution.

Purpose of the Study:

To propose an efficient phrase search scheme with reliable verification for encrypted data in cloud IoT environments.
To address the limitations of existing schemes regarding search difficulty and verification trustworthiness.
To enhance the security and efficiency of phrase search in sensitive data applications.

Main Methods:

Introduction of blockchain technology to generate and verify search results, ensuring data integrity.
Utilization of a multiset hash function for aggregated evidence generation, reducing storage and transaction costs.
Development of a novel composite index and discrimination algorithm leveraging homomorphic encryption for rapid phrase identification.

Main Results:

The proposed scheme offers secure and efficient phrase search capabilities.
Blockchain integration guarantees the credibility and immutability of verification evidence.
The use of homomorphic encryption significantly improves search speed and accuracy.
Experimental analysis confirms the scheme's security and performance.

Conclusions:

The developed phrase search encryption scheme provides a secure and efficient solution for cloud IoT systems.
Blockchain technology enhances the trustworthiness of search result verification.
The novel indexing and homomorphic encryption approach optimizes search performance and data security.