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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 14 | Issue 1 | Month- January 2026
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Published Paper Details:
Paper Title
The Decentralized Dawn: Federated Learning, Data Sovereignty, and the Trajectory of Modern Information Technology
Authors
Sayed Muhammed Fazil P P, Dr.Bharathi.A
Keywords
Distributed Machine Learning, Federated Learning, Data Sovereignty, Privacy Preserving AI, Edge Computing
Abstract
At present, the centralized AI development method that relies on the centralization of massive, sensitive data is now confronted with technological and ethical issues brought on by the unmanageable explosion in edge data and global regulatory mandates such as GDPR and HIPAA. This paper provides a comprehensive assessment of Federated Learning (FL) as the primordial architectural approach, a distributed machine learning paradigm in which model learning is decentralized, and raw data remains compliant with the data sovereignty principle--never leaving its physical location.
IJCRT's Publication Details
Unique Identification Number - IJCRT2601194
Paper ID - 300102
Page Number(s) - b631-b637
Pubished in - Volume 14 | Issue 1 | January 2026
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Sayed Muhammed Fazil P P, Dr.Bharathi.A, "The Decentralized Dawn: Federated Learning, Data Sovereignty, and the Trajectory of Modern Information Technology", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.14, Issue 1, pp.b631-b637, January 2026, Available at :http://www.ijcrt.org/papers/IJCRT2601194.pdf
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Volume 14 | Issue 1
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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