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January 1, 2023· SSRN Electronic Journal
article
Open access

Krypton: A Scalable, Privacy-Preserving, and Decentralized Search Engine for the Web3 Era

Authors:Akshat Parikh *

Abstract

This paper presents an architectural overview and detailed design of the Krypton network, the first decentralized search engine built on Web3 principles. Krypton leverages blockchain technology, token-driven incentives, and privacy-focused features to revolutionize internet search. The proposed solution incorporates distributed storage, decentralized web crawling and indexing, a consensus mechanism, open-source search algorithms, and a privacy-focused search experience. Krypton introduces the novel concept of Proof of Learning, a machine learning protocol embedded in the search engine to facilitate the discovery of decentralized platforms and enable direct peer-to-peer networking. The system also employs decentralized cloud technologies (validators in the PoS blockchain) to promote enhanced decentralization and encryption, paving the way for a more secure and equitable internet.

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