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Detection of AI generated images using combined uncertainty measures and particle swarm optimised rejection mechanism.

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Title: Detection of AI generated images using combined uncertainty measures and particle swarm optimised rejection mechanism.
Authors: Yumlembam R; School of Computer Science, Northumbria University, Newcastle upon Tyne, NE1 8ST, UK., Issac B; School of Computer Science, Northumbria University, Newcastle upon Tyne, NE1 8ST, UK. bissac@ieee.org., Aslam N; School of Computer Science, Northumbria University, Newcastle upon Tyne, NE1 8ST, UK., Babu EK; School of Computer Science, Northumbria University, Newcastle upon Tyne, NE1 8ST, UK., Collyer J; The Alan Turing Institute, British Library, 96 Euston Road, London, NW1 2DB, UK., Kennedy F; The Alan Turing Institute, British Library, 96 Euston Road, London, NW1 2DB, UK.
Source: Scientific reports [Sci Rep] 2025 Nov 23; Vol. 15 (1), pp. 44021. Date of Electronic Publication: 2025 Nov 23.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Yumlembam+R%22">Yumlembam R</searchLink>; School of Computer Science, Northumbria University, Newcastle upon Tyne, NE1 8ST, UK.<br /><searchLink fieldCode="AU" term="%22Issac+B%22">Issac B</searchLink>; School of Computer Science, Northumbria University, Newcastle upon Tyne, NE1 8ST, UK. bissac@ieee.org.<br /><searchLink fieldCode="AU" term="%22Aslam+N%22">Aslam N</searchLink>; School of Computer Science, Northumbria University, Newcastle upon Tyne, NE1 8ST, UK.<br /><searchLink fieldCode="AU" term="%22Babu+EK%22">Babu EK</searchLink>; School of Computer Science, Northumbria University, Newcastle upon Tyne, NE1 8ST, UK.<br /><searchLink fieldCode="AU" term="%22Collyer+J%22">Collyer J</searchLink>; The Alan Turing Institute, British Library, 96 Euston Road, London, NW1 2DB, UK.<br /><searchLink fieldCode="AU" term="%22Kennedy+F%22">Kennedy F</searchLink>; The Alan Turing Institute, British Library, 96 Euston Road, London, NW1 2DB, UK.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2025 Nov 23; Vol. 15 (1), pp. 44021. <i>Date of Electronic Publication: </i>2025 Nov 23.
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