S. Mandelli

Most-cited papers

Video Face Manipulation Detection Through Ensemble of CNNs
Nicolò Bonettini, Edoardo Daniele Cannas, S. Mandelli, L. Bondi +2 more
2020International Conference on Pattern Recognition284 citations Open access
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Deepfake Media Forensics: Status and Future Challenges
Irene Amerini, Mauro Barni, S. Battiato, P. Bestagini +20 more
2025Journal of Imaging116 citations Open access
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A Robust Approach to Multimodal Deepfake Detection
Davide Salvi, Honggu Liu, S. Mandelli, Paolo Bestagini +3 more
2023Journal of Imaging103 citations Open access
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Detecting Gan-Generated Images by Orthogonal Training of Multiple CNNs
S. Mandelli, Nicolò Bonettini, Paolo Bestagini, S. Tubaro
2022International Conference on Information Photonics93 citations
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Seismic data interpolation through convolutional autoencoder
S. Mandelli, Federico Borra, V. Lipari, Paolo Bestagini +2 more
201892 citations
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Interpolation and Denoising of Seismic Data using Convolutional Neural Networks
S. Mandelli, V. Lipari, Paolo Bestagini, S. Tubaro
2019arXiv.org80 citations
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CNN-Based Fast Source Device Identification
S. Mandelli, D. Cozzolino, Paolo Bestagini, L. Verdoliva +1 more
2020IEEE Signal Processing Letters55 citations Open access
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Facing Device Attribution Problem for Stabilized Video Sequences
S. Mandelli, Paolo Bestagini, L. Verdoliva, S. Tubaro
2018IEEE Transactions on Information Forensics and Security49 citations Open access
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Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision
S. Mandelli, Nicolò Bonettini, Paolo Bestagini, S. Tubaro
2020International Workshop on Information Forensics and Security43 citations Open access
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Forensic Analysis of Synthetically Generated Western Blot Images
S. Mandelli, D. Cozzolino, Edoardo Daniele Cannas, J. P. Cardenuto +7 more
2021IEEE Access28 citations Open access
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Deepfake Media Forensics: State of the Art and Challenges Ahead
Irene Amerini, Mauro Barni, S. Battiato, P. Bestagini +20 more
2024International Conference on Advances in Social Networks Analysis and Mining20 citations
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CNN-Based Multi-Modal Camera Model Identification on Video Sequences
D. Cortivo, S. Mandelli, Paolo Bestagini, S. Tubaro
2021Journal of Imaging20 citations Open access
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Blind Detection and Localization of Video Temporal Splicing Exploiting Sensor-Based Footprints
S. Mandelli, Paolo Bestagini, S. Tubaro, D. Cozzolino +1 more
2018European Signal Processing Conference19 citations Open access
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When Synthetic Traces Hide Real Content: Analysis of Stable Diffusion Image Laundering
S. Mandelli, P. Bestagini, Stefano Tubaro
2024International Workshop on Information Forensics and Security18 citations Open access
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WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution
Pietro Bongini, S. Mandelli, Andrea Montibeller, Mirko Casu +13 more
2025IEEE International Joint Conference on Neural Network16 citations Open access
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Fooling PRNU-Based Detectors Through Convolutional Neural Networks
Nicolò Bonettini, L. Bondi, David Guera, S. Mandelli +3 more
2018European Signal Processing Conference16 citations
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DIPPAS: a deep image prior PRNU anonymization scheme
F. Picetti, S. Mandelli, Paolo Bestagini, V. Lipari +1 more
2020EURASIP Journal on Information Security15 citations Open access
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A Modified Fourier-Mellin Approach For Source Device Identification On Stabilized Videos
S. Mandelli, F. Argenti, Paolo Bestagini, Massimo Iuliani +2 more
2020International Conference on Information Photonics14 citations Open access
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Is JPEG AI Going to Change Image Forensics?
Edoardo Daniele Cannas, S. Mandelli, Nataša Popović, Ayman Alkhateeb +3 more
20242025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)13 citations Open access
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Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection
Davide Salvi, Viola Negroni, S. Mandelli, P. Bestagini +1 more
20252025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)12 citations
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Multiple Jpeg Compression Detection Through Task-Driven Non-Negative Matrix Factorization
S. Mandelli, Nicolò Bonettini, Paolo Bestagini, V. Lipari +1 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing12 citations
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Deep Image Prior Amplitude SAR Image Anonymization
Edoardo Daniele Cannas, S. Mandelli, Paolo Bestagini, S. Tubaro +1 more
2023Remote Sensing10 citations Open access
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Water Leak Detection and Classification With Complex-Valued Neural Networks and Sensor Fusion
Daniele Ugo Leonzio, S. Mandelli, P. Bestagini, Marco Marcon +1 more
2025IEEE Access8 citations Open access
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POLIPHONE: A Dataset for Smartphone Model Identification From Audio Recordings
Davide Salvi, Daniele Ugo Leonzio, A. Giganti, Claudio Eutizi +3 more
2024IEEE Access7 citations Open access
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Inpainting-Based camera anonymization
S. Mandelli, L. Bondi, S. Lameri, V. Lipari +2 more
2017International Conference on Information Photonics7 citations
Semantic Scholar
Adaptive Mixture of Low-Rank Experts for Robust Audio Spoofing Detection
Qixian Chen, Yuxiong Xu, S. Mandelli, Sheng Li +1 more
2025IEEE Signal Processing Letters6 citations Open access
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Super-Resolution of BVOC Maps by Adapting Deep Learning Methods
A. Giganti, S. Mandelli, Paolo Bestagini, Marco Marcon +1 more
2023International Conference on Information Photonics6 citations
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Amplitude SAR Imagery Splicing Localization
Edoardo Daniele Cannas, Nicolò Bonettini, S. Mandelli, Paolo Bestagini +1 more
2022IEEE Access6 citations Open access
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Time Scaling Detection and Estimation in Audio Recordings
M. Pilia, S. Mandelli, Paolo Bestagini, S. Tubaro
2021International Workshop on Information Forensics and Security6 citations
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ALDEN: Dual-Level Disentanglement with Meta-learning for Generalizable Audio Deepfake Detection
Yuxiong Xu, B. Li, Weixiang Li, S. Mandelli +2 more
2025ACM Multimedia5 citations
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Explainable Artifacts for Synthetic Western Blot Source Attribution
J. P. Cardenuto, S. Mandelli, Daniel Moreira, P. Bestagini +2 more
2024International Workshop on Information Forensics and Security4 citations Open access
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Learn from Simulations, Adapt to Observations: Super-Resolution of Isoprene Emissions via Unpaired Domain Adaptation
A. Giganti, S. Mandelli, P. Bestagini, Stefano Tubaro
2024Remote Sensing4 citations Open access
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Multi-BVOC Super-Resolution Exploiting Compounds Inter-Connection
A. Giganti, S. Mandelli, Paolo Bestagini, Marco Marcon +1 more
2023European Signal Processing Conference4 citations Open access
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Localization of Synthetic Manipulations in Western Blot Images
Anmol Manjunath, Viola Negroni, S. Mandelli, Daniel Moreira +1 more
2024International Workshop on Information Forensics and Security3 citations Open access
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Super-Resolution of Bvoc Emission Maps Via Domain Adaptation
A. Giganti, S. Mandelli, Paolo Bestagini, Marco Marcon +1 more
2023IEEE International Geoscience and Remote Sensing Symposium3 citations Open access
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Deepfake Detection, Attribution, and Authentication: Insights from the FF4ALL Project
Irene Amerini, Mauro Barni, S. Battiato, P. Bestagini +24 more
2026ITASEC/SERICS2 citations
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Hiding Local Manipulations on SAR Images: A Counter-Forensic Attack
S. Mandelli, Edoardo Daniele Cannas, P. Bestagini, S. Tebaldini +1 more
2024IEEE Transactions on Image Processing2 citations Open access
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Leveraging Land Cover Priors for Isoprene Emission Super-Resolution
Christopher Ummerle, A. Giganti, S. Mandelli, P. Bestagini +1 more
2025Remote Sensing1 citations
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Decoding Synthetic Face Detectors: Enhancing Interpretability with 3D Morphable Models
Giovanni Affatato, Edoardo Daniele Cannas, S. Mandelli, P. Bestagini +2 more
2025European Signal Processing Conference1 citations Open access
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Beyond Spectral Peaks: Interpreting the Cues Behind Synthetic Image Detection
S. Mandelli, Diego Vila-Portela, David V'azquez-Pad'in, P. Bestagini +1 more
2025IEEE International Conference on Acoustics, Speech, and Signal Processing1 citations
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3D Morphable Models Meet Surface Frames for Generalizable and Robust Deepfake Detection
Giovanni Affatato, Andrea Ciamarra, Edoardo Daniele Cannas, S. Mandelli +3 more
2025European Signal Processing Conference1 citations Open access
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Are you Really Alone? Detecting the use of Speech Separation Techniques on Audio Recordings
Davide Salvi, Mirco Pezzoli, S. Mandelli, P. Bestagini +1 more
2023International Workshop on Information Forensics and Security1 citations
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Enhancing Biogenic Emission Maps Using Deep Learning
A. Giganti, S. Mandelli, Paolo Bestagini, Marco Marcon +1 more
2023arXiv.org1 citations Open access
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Forensic Analysis of Synthetically Generated Scientific Images
S. Mandelli, D. Cozzolino, J. P. Cardenuto, Daniel Moreira +6 more
2021arXiv.org1 citations
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An investigation of uncertainty in velocity model building problems
S. Mandelli, V. Lipari, S. Tubaro
20171 citations
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Forensic Analysis of Synthetically Generated Western Blot Images Forensic Analysis of Synthetically Generated Western Blot Images
S. Mandelli, D. Cozzolino, Ieee Edoardo D. Cannas Member, Ieee João P. Cardenuto Member +1 more
1 citations
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CUPID: Reconstructing UV Texture Maps for Interpretable Person-of-Interest Deepfake Detection
Giovanni Affatato, S. Mandelli, Edoardo Daniele Cannas, P. Bestagini +1 more
2026arXiv.org0 citations
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MOTIF: Person-of-Interest Deepfake Detection Beyond 3DMM Coefficients
Giovanni Affatato, S. Mandelli, P. Bestagini, Stefano Tubaro
20260 citations
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Learned Image Compression for Deepfake Detection
Alessandro Gnutti, Ayman Alkhateeb, Chia-Hao Kao, Edoardo Daniele Cannas +4 more
2025European Signal Processing Conference0 citations
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Interpretability of Deep High-Frequency Residuals: A Case Study on SAR Splicing Localization
Edoardo Daniele Cannas, S. Mandelli, P. Bestagini, Stefano Tubaro
2025Journal of Imaging0 citations Open access
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