Antoine Mallet

11
Documents

Publications

Publications

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How much is the Source Mismatch an Important Problem for Deepfake Detection ? *

Antoine Mallet , Rémi Cogranne , Minoru Kuribayashi , Arthur Méreur

APSIPA Transactions on Signal and Information Processing, In press, pp.18

Article dans une revue (typdoc.) hal-05016500v1
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Cover-source mismatch in steganalysis: systematic review

Antoine Mallet , Martin Beneš , Rémi Cogranne

EURASIP Journal on Information Security, 2024, 2024 (1), pp.26. ⟨10.1186/s13635-024-00171-6⟩

Article dans une revue (typdoc.) hal-04921397v1

Forensics Analysis of Residual Noise Texture in digital Images for Detection of Deepfake

Arthur Méreur , Antoine Mallet , Rémi Cogranne , Minoru Kuribayashi

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India. pp.1-5, ⟨10.1109/ICASSP49660.2025.10887712⟩

Communication dans un congrès (typdoc.) hal-05420270v1
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FORENSICS ANALYSIS OF RESIDUAL NOISE TEXTURE IN DIGITAL IMAGES FOR DETECTION OF DEEPFAKE

Arthur Méreur , Antoine Mallet , Rémi Cogranne , Minoru Kuribayashi

International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr 2025, Hyderabad, India, France

Communication dans un congrès (typdoc.) hal-04884386v1
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Simple Detection of AI-Generated Images based on Noise Correlation

Antoine Mallet , Arthur Méreur , Minoru Kuribayashi , Rémi Cogranne , Patrick Bas

International conference on Advanced Machine Learning and Data Science (AMLDS) 2025, Jul 2025, Tokyo, Japan

Communication dans un congrès (typdoc.) hal-05041276v1
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Linking Intrinsic Difficulty and Regret to Properties of Multivariate Gaussians in Image Steganalysis

Antoine Mallet , Rémi Cogranne , Patrick Bas

12th ACM Workshop on Information Hiding and Multimedia Security (ACM IH&MMSEC'24), Jun 2024, Baiona, Spain. ⟨10.1145/3658664.3659643⟩

Communication dans un congrès (typdoc.) hal-04571870v2

Toward Universal Detector for Synthesized Images by Estimating Generative AI Models

Ryota Seo , Minoru Kuribayashi , Akinobu Ura , Antoine Mallet , Rémi Cogranne et al.

2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Dec 2024, Macau, China. pp.1-6, ⟨10.1109/APSIPAASC63619.2025.10849267⟩

Communication dans un congrès (typdoc.) hal-05406245v1
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Statistical Correlation as a Forensic Feature to Mitigate the Cover-Source Mismatch

Antoine Mallet , Patrick Bas , Rémi Cogranne

12th ACM Workshop on Information Hiding and Multimedia Security (ACM IH&MMSEC'24), Jun 2024, Baiona, Spain. ⟨10.1145/3658664.3659638⟩

Communication dans un congrès (typdoc.) hal-04571878v2
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Are Deepfakes a Game Changer in Digital Images Steganography Leveraging the Cover-Source-Mismatch?

Arthur Méreur , Antoine Mallet , Rémi Cogranne

The 19th International Conference on Availability, Reliability and Security, Jul 2024, Vienne (AUT), Austria. ⟨10.1145/3664476.3670893⟩

Communication dans un congrès (typdoc.) hal-04601453v3

Analysis of Images Correlation Matrix for Forensics Applications

Antoine Mallet , Rémi Cogranne , Patrick Bas , Quentin Giboulot

EUT+ 3rd workshop on Data Science and Applications, Université de Technologie de Troyes, Jul 2023, TROYES, France

Communication dans un congrès (typdoc.) hal-04153709v1
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Identification de Développements d'Images par Matrices de Corrélations

Antoine Mallet , Rémi Cogranne , Patrick Bas , Quentin Giboulot

XXIXème Colloque Francophone de Traitement du Signal et des Images, Université de Grenoble; Association Gretsi, Aug 2023, Grenoble, France

Communication dans un congrès (typdoc.) hal-04150027v2