Optimizing Investments in AI-Oriented Front-End Solutions for Secure Web Services

Authors

  • Darina Yaroshenko Lviv Polytechnic National University, Ukraine

DOI:

https://doi.org/10.5281/zenodo.15491323

Keywords:

artificial intelligence, frontend, investments, security, optimization

Abstract

This study investigates investment efficiency in AI-integrated front-end technologies aimed at enhancing the security and cost-efficiency of web services. By analyzing modern approaches such as React-based AI integration, WebAssembly with blockchain, and confidential computing, we identify investment patterns that yield the greatest returns. Data shows that confidential computing leads in security gain (75%), while WebAssembly with blockchain ensures a balance of cost reduction (35%) and robust performance. Results suggest AI-driven frontend optimization contributes to both cybersecurity and economic efficiency in digital infrastructures.

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Published

2025-05-15