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Secure Data Deduplication With Dynamic Access Control for Mobile Cloud Storage
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AI
DOI：10.1109/TMC.2023.3263901.png)
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Abstract
En 中文
Data deduplication is of vital importance for mobile cloud computing to cope with the explosive growth of outsourced mobile data. In order to ensure the privacy of sensitive mobile data against an untrusted cloud, Message-Locked Encryption (MLE) has been proposed to enable deduplication over ciphertext. However, MLE prohibits data access control since it uses deterministic content-derived encryption keys. Recently, a lightweight rekeying-aware encrypted deduplication system (REED) has been proposed to achieve dynamic access control for secure data deduplication. However, REED is vulnerable to key-retaining attack and stub-retaining attack, which leads to insecure access revocation, and thus cannot support secure dynamic access control. In response, we present AC-Dedup, an encrypted deduplication storage system that supports secure dynamic access control for mobile cloud storage. At the core of AC-Dedup are two novel encryption techniques named mixed message locked encryption and random stub re-encryption to resist the two types of attacks, respectively. To the best of our knowledge, AC-Dedup is the first practical system that achieves secure data deduplication and secure dynamic access control simultaneously. We conduct security analysis and experimental evaluation on mobile device and cloud platform with real-world IoT datasets. The results show that AC-Dedup enables secure and efficient dynamic access control while preserving deduplication effectiveness.
Keywords:
Cloud computing
Access control
Cryptography
Encryption
Maximum likelihood estimation
Mobile handsets
Threat modeling
Dynamic access control
mobile cloud computing
secure data deduplication
Journal
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