Privacy-Enhancing Encryption in Data Sharing: A Survey on Security, Performance and Functionality

Privacy-Enhancing Encryption in Data Sharing: A Survey on Security, Performance and Functionality | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/privacy-enhancing-encryption-in-data-sharing-a-survey-on-security-performance-and-functionality

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-03-30
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 189
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

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Canonical ID privacy-enhancing-encryption-in-data-sharing-a-survey-on-security-performance-and-functionality | Route /signal-canvas/privacy-enhancing-encryption-in-data-sharing-a-survey-on-security-performance-and-functionality

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MCP example

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Evidence Receipt

Route status: building

Claims: 8

References: 189

Proof: Verification pending

Freshness state: computing

Source paper: Privacy-Enhancing Encryption in Data Sharing: A Survey on Security, Performance and Functionality

PDF: https://arxiv.org/pdf/2603.26224v1

Source count: 3

Coverage: 50%

Last proof check: 2026-03-30T21:59:50.934Z

Signal Canvas receipt window

Not build-ready: Privacy-Enhancing Encryption in Data Sharing: A Survey on Security, Performance and Functionality

/buildability/privacy-enhancing-encryption-in-data-sharing-a-survey-on-security-performance-and-functionality

Ignoreblocked

Subject: Privacy-Enhancing Encryption in Data Sharing: A Survey on Security, Performance and Functionality

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Preparing verified analysis

GitHub Code Pulse

No public code linked for this paper yet.

Claim map

Strong 8Mixed 0Weak 0

Evidencepartial
Privacy-enhancing encryption technologies, including Attribute-Based Encryption (ABE), Proxy Re-encryption (PRE), and Searchable Encryption (SE), offer promising solutions with distinct advantages in enhancing security, improving flexibility, and enabling efficient sharing.
Implicationpartial
This claim is directly stated in the abstract as the core premise of the survey.
Verificationpartial
partial
Evidencepartial
Statistical analysis of relevant literature from 2020 to 2025 reveals a rising research trend in ABE, PRE and SE, focusing on their data sharing applications.
Implicationpartial
The abstract explicitly mentions a statistical analysis revealing a rising research trend.
Verificationpartial
partial
Evidencepartial
Firstly, this work proposes a data sharing process framework and identifies 20 potential attacks across its stages.
Implicationpartial
This is explicitly stated as a contribution of the work in the abstract.
Verificationpartial
partial
Evidencepartial
Secondly, this work integrates ABE, SE, PRE with 12 enhancement technologies and examines their multi-dimensional impacts on the security, performance, and functional adaptability of data sharing schemes.
Implicationpartial
This is explicitly stated as a contribution of the work in the abstract and introduction.
Verificationpartial
partial
Evidencepartial
Based on where the policy is bound, it can be categorized into Ciphertext-Policy Attribute-Based Encryption (CP-ABE) [13, 22, 72, 89] and Key-Policy Attribute-Based Encryption (KP-ABE) [172]. CP-ABE embeds the access policy in the ciphertext and associates the user key with the attribute set. KP-ABE, by contrast, embeds the access policy in the user key and links the ciphertext to the attribute set
Implicationpartial
This is a clear distinction between two sub-types of ABE, directly explained in the text.
Verificationpartial
partial
Evidencepartial
SSE boasts high computational efficiency and a simple algorithm structure, making it suitable for single-user models. However, its flexibility is somewhat limited, and it typically only supports single-keyword or simple logical searches.
Implicationpartial
This claim directly describes the characteristics and limitations of SSE.
Verificationpartial
partial
Evidencepartial
SE Need to entrust a third party to forward or share encrypted data. Cross-domain data security flow. Relying on trusted agents may introduce a single point of risk.
Implicationpartial
This claim highlights a key characteristic and a potential limitation of PRE.
Verificationpartial
partial
Evidencepartial
In terms of dynamic support, ABE can be divided into static a
Implicationpartial
The text mentions this categorization, although the details of 'static' are not fully elaborated in the provided excerpt.
Verificationpartial
partial

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Privacy-Enhancing Encryption in Data Sharing: A Survey on Security, Performance and Functionality

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