Effectual Deep Learning Based Digital Image Forgery Detection Model Using Ameliorate CNN, VGG 16 and VGG 19 for Copy Move and Image Splicing Classification With Enhanced Performance

Preeti Dhiman; Usha Chauhan

doi:10.3844/jcssp.2026.2975.2991

ISSN 1549-3636 (print)eISSN 1552-6607 (online) Open access

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Research Article · Open access · Published 3 October 2026

^{Effectual Deep Learning Based Digital Image Forgery Detection Model Using Ameliorate CNN, VGG 16 and VGG 19 for Copy Move and Image Splicing Classification With Enhanced Performance}

Preeti Dhiman, Usha Chauhan

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