Adaptive Share Sheet Architecture with Multi-Layer Privacy
Orchestration
Volume: 14 - Issue: 10 - Date: 01-10-2025
Approved ISSN: 2278-1412
Published Id: IJAECESTU461 | Page No.: 117-121
Author: Khushal Baliram Patil
Co- Author: Jeetendra Singh Yadav
Abstract:-Modern computing platforms increasingly support seamless cross-application content
sharing, yet rising privacy concerns necessitate stronger control mechanisms. This work proposes
an Adaptive Share Sheet Architecture that integrates a multi-layer privacy orchestration model
combining user consent management, probabilistic trust assessment, and dynamic access control.
Designed as a cross-platform, web-based solution, the architecture evaluates each sharing request
through several privacy layers to ensure that data is only released under appropriate conditions. A
formal mathematical model is introduced to describe the orchestration process, including trust
scoring for receiving applications, privacy-risk quantification, and adaptive consent dynamics.
Multi-layer access control policies are defined to enforce constraints from user-level preferences to
system-level rules.
The architecture is evaluated through MATLAB-based simulations comparing single-layer and
multi-layer privacy strategies under varying user involvement. Results show that the proposed multilayer design significantly enhances privacy enforcement—achieving over 90% compliance,
compared to ~70% in single-layer baselines—while maintaining acceptable response latency and
strong usability. Graphs illustrate improvements in privacy protection, reduction of unauthorized
sharing attempts, and minimal impact on system responsiveness. Overall, findings demonstrate that
an adaptive, privacy-aware share sheet is both feasible and effective. Future work will focus on
real-world deployment and integrating machine learning to further optimize the privacy–usability
balance
Key Words:-Adaptive Share Sheet, Privacy Orchestration, Multi-Layer Access Control, User Consent
Management, Probabilistic Trust Model, Privacy-Preserving Content Sharing
Area:-Engineering
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