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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 2 | Month- February 2026
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Published Paper Details:
Paper Title
THE CONSENT LAYER - EMBEDDING PRIVACY AND PROVENANCE INTO THE FABRIC OF AI-GENERATED CONTENT
Authors
SANIKA SAKSHI SAMEER PARULEKAR, ASST PROF. PRANJAL POTDAR
Keywords
AI-Generated Media, Digital Watermarking, Content Provenance, Misinformation, Trust and Safety, Image Forensics.
Abstract
The widespread creation of high-quality AI-generated imagery poses significant challenges to digital trust, facilitating new forms of misinformation and copyright violation. Existing methods for identifying such content are often inadequate, as they can be easily circumvented through simple image edits. This paper confronts this critical gap by proposing a novel, dual-layer framework for reliably marking and verifying AI-generated images. Our solution integrates advanced detection capabilities with standardized provenance tracking to establish a highly resilient authentication system. Experimental results confirm that the proposed approach substantially surpasses current methods in maintaining detection accuracy through various image manipulations. This work demonstrates that a combined strategy is essential for ensuring transparency and accountability in the digital media ecosystem.
IJCRT's Publication Details
Unique Identification Number - IJCRT2510172
Paper ID - 294843
Page Number(s) - b362-b376
Pubished in - Volume 13 | Issue 10 | October 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
SANIKA SAKSHI SAMEER PARULEKAR, ASST PROF. PRANJAL POTDAR, "THE CONSENT LAYER - EMBEDDING PRIVACY AND PROVENANCE INTO THE FABRIC OF AI-GENERATED CONTENT", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 10, pp.b362-b376, October 2025, Available at :http://www.ijcrt.org/papers/IJCRT2510172.pdf
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Volume 14 | Issue 2
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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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