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Other literature type . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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Time-Based Isomorphic DOM Obfuscation (SCIPIO Protocol): Sovereign Zero-Hydration Client-Side Defense and Prior Art Declaration

Authors: Yau, Jeremy;

Time-Based Isomorphic DOM Obfuscation (SCIPIO Protocol): Sovereign Zero-Hydration Client-Side Defense and Prior Art Declaration

Abstract

The rise of large language models (LLMs) and automated Web-scraping systems has threatened the web ecosystem, particularly content platforms where text intellectual properties are constantly harvested. Traditional web-scraping defenses, such as behavioral WAF, custom web fonts, and dynamic Javascript decryption code, suffer from a fundamental architecture flaw: they migrate the decryption engine and secret seeds to the client browser, leaving them open to client-side reverse engineering and DOM-tree extraction. In this paper, we present the SCIPIO (Sovereignty Pre-emption & Isomorphic Obfuscation) protocol, a zero-hydration web defense paradigm that exploits the rendering mechanics of isomorphic Node.js frameworks (e.g., Next.js Server Components). By dynamically shifting the Document Object Model (DOM) structure based on high-granularity temporal steps on the server side and relying on native browser CSS layout engines (Flexbox/Grid) for visual re-ordering, SCIPIO completely divorces the decryption logic from the client terminal. We present mathematical formalizations of our deterministic permutation function based on transient cryptographic seeds and demonstrate that SCIPIO eliminates automated scraper ROI to near-zero levels. Finally, we propose a zero-hydration CSS reconstruction model that eliminates client-side JS execution to optimize performance and SEO. The official SDK for this project is openly available on GitHub: https://github.com/jeremyyau/scipio-sdk

Keywords

Web Security, DOM Obfuscation, React Server Components, CSS Grid Order, Isomorphic Frameworks, Anti-Scraping, Prior Art

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green