Antoine Mallet
Publications
Publications
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How much is the Source Mismatch an Important Problem for Deepfake Detection ? *APSIPA Transactions on Signal and Information Processing, In press, pp.18 |
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Cover-source mismatch in steganalysis: systematic reviewEURASIP Journal on Information Security, 2024, 2024 (1), pp.26. ⟨10.1186/s13635-024-00171-6⟩ |
Forensics Analysis of Residual Noise Texture in digital Images for Detection of DeepfakeICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India. pp.1-5, ⟨10.1109/ICASSP49660.2025.10887712⟩ |
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FORENSICS ANALYSIS OF RESIDUAL NOISE TEXTURE IN DIGITAL IMAGES FOR DETECTION OF DEEPFAKEInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr 2025, Hyderabad, India, France |
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Simple Detection of AI-Generated Images based on Noise CorrelationInternational conference on Advanced Machine Learning and Data Science (AMLDS) 2025, Jul 2025, Tokyo, Japan |
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Linking Intrinsic Difficulty and Regret to Properties of Multivariate Gaussians in Image Steganalysis12th ACM Workshop on Information Hiding and Multimedia Security (ACM IH&MMSEC'24), Jun 2024, Baiona, Spain. ⟨10.1145/3658664.3659643⟩ |
Toward Universal Detector for Synthesized Images by Estimating Generative AI Models2024 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⟩ |
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Statistical Correlation as a Forensic Feature to Mitigate the Cover-Source Mismatch12th ACM Workshop on Information Hiding and Multimedia Security (ACM IH&MMSEC'24), Jun 2024, Baiona, Spain. ⟨10.1145/3658664.3659638⟩ |
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Are Deepfakes a Game Changer in Digital Images Steganography Leveraging the Cover-Source-Mismatch?The 19th International Conference on Availability, Reliability and Security, Jul 2024, Vienne (AUT), Austria. ⟨10.1145/3664476.3670893⟩ |
Analysis of Images Correlation Matrix for Forensics ApplicationsEUT+ 3rd workshop on Data Science and Applications, Université de Technologie de Troyes, Jul 2023, TROYES, France |
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Identification de Développements d'Images par Matrices de CorrélationsXXIXème Colloque Francophone de Traitement du Signal et des Images, Université de Grenoble; Association Gretsi, Aug 2023, Grenoble, France |