Published Papers

The list of papers published during the course of the project is reported below.

2024

Journals

• • • L. Abady, J. Wang, B. Tondi, M. Barni, "A siamese-based verification system for open-set architecture attribution of synthetic images", Pattern Recognition Letters, 2024

    • D. A. Coccomini et al., "MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection", IEEE Transactions on Information Forensics and Security (TIFS), 2024

    • N. Purnekar, B. Tondi, J. Dittmann, M. Barni, "Print and Scan Simulation for Adversarial Attacks on Printed Images", APSIPA Transactions on Signal and Information Processing (APSIPA TSIP), 2024

Conferences

• D. Salvi, T. S. Balcha, P. Bestagini, S. Tubaro, "Listening Between the Lines: Synthetic Speech Detection Disregarding Verbal Content", IEEE International Conference on Acoustics, Speech, and Signal Processing Workshop (ICASSP), 2024

• E. D. Cannas, P. Beaus, P. Bestagini, F. Marques, S. Tubaro, "A One-Class Approach to Detect Super-Resolution Satellite Imagery with Spectral Features", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024

• L. Abady, J. Wang, B. Tondi, M. Barni, "A siamese-based verification system for open-set architecture attribution of synthetic images", Pattern Recognition Letters, 2024

• D. A. Coccomini, R. Caldelli, C. Gennaro, G. Fiameni, G. Amato, F. Falchi, "Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection", Arxiv, 2024

• N. Purnekar, L. Abady, B. Tondi, M. Barni, "Improving the Robustness of Synthetic Images Detection by Means of Print and Scan Augmentation", ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec), 2024

• E. D. Cannas, S. Mandelli, P. Bestagini, S. Tubaro, "Investigating Translation Invariance and Shiftability in CNNs for Robust Multimedia Forensics: A JPEG Case Study", ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec), 2024

• A. Ciamarra, R. Caldelli, A. Del Bimbo, "Temporal Surface Frame Anomalies for Deepfake Video Detection", EEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPR-W), 2024

• D. A. Coccomini, R. Caldelli, C. Gennaro, G. Fiameni, G. Amato, F. Falchi, "Robustness and Generalization of Synthetic Images Detectors", Ital-IA Intelligenza Artificiale - Thematic Workshops (Ital-IA), 2024

• A. Ciamarra, R. Caldelli and A. D. Bimbo, "Spotting fully-synthetic facial images via local camera surface frames", IEEE International Workshop on Information Forensics and Security (WIFS), 2024

• J. Wang, B. Tondi, M. Barni, "On the Use of Mixup Augmentation for Synthetic Image Attribution in the Wild", IEEE International Workshop on Information Forensics and Security (WIFS), 2024

• A. Manjunath, V. Negroni, S. Mandelli, D. Moreira, P. Bestagini, "Localization of Synthetic Manipulations in Western Blot Images", IEEE International Workshop on Information Forensics and Security (WIFS), 2024

• S. Mandelli, P. Bestagini and S. Tubaro, "When Synthetic Traces Hide Real Content: Analysis of Stable Diffusion Image Laundering", IEEE International Workshop on Information Forensics and Security (WIFS), 2024

• A. Ciamarra, R. Caldelli and A. Del Bimbo, "Detecting Deepfakes Through Inconsistencies in Local Camera Surface Frames", IEEE International Conference on Image Processing Challenges and Workshops (ICIP-W), 2024

• D. A. Coccomini, R. Caldelli, F. Falchi, C. Gennaro, G. Amato, "Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection", European Conference on Computer Vision Workshops (ECCV-W), 2024

• N. Purnekar, B. Tondi, M. Barni, "Physical Domain Adversarial Attacks Against Source Printer Image Attribution", APSIPA Annual Summit and Conference (APSIPA ASC), 2024

• D. Salvi, A. K. S. Yadav, K. Bhagtani, V. Negroni, P. Bestagini, E. J. Delp, "Comparative Analysis of ASR Methods for Speech Deepfake Detection", ASILOMAR, 2024

• V. Negroni, D. Salvi, P. Bestagini, S. Tubaro, "Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals", INTERSPEECH Workshop (ASVSpoof), 2004

2025

Journals

• • • J. Wang, B. Tondi, M. Barni, "BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution", IEEE Transactions on Information Forensics and Security (TIFS), 2025

    • D. Salvi et al., "POLIPHONE: A Dataset for Smartphone Model Identification From Audio Recordings", IEEE Access, 2025

    • W. E. Wang, D. Salvi, V. Negroni, D. U. Leonzio, P. Bestagini, S. Tubaro, "BIM-Based Adversarial Attacks Against Speech Deepfake Detectors", MDPI Electronics, 2025

    • S. Mandelli, E .D. Cannas, P. Bestagini, S. Tebaldini, S. Tubaro, "Hiding Local Manipulations on SAR Images: a Counter-Forensic Attack", IEEE Transactions on Image Processing (TIP), 2025

Conferences

• A. Ciamarra, R. Caldelli, A. Del Bimbo, "On the Generalisation Capability of Local Surface Frames in Detecting Diffusion-Based Facial Images", IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACV-W), 2025

• V. Negroni, D. Salvi, A. I. Mezza, P. Bestagini and S. Tubaro, "Leveraging Mixture of Experts for Improved Speech Deepfake Detection", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025

• M. Gohari, D. Salvi, P. Bestagini and N. Adami, "Audio Features Investigation for Singing Voice Deepfake Detection", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025

• D. Salvi, V. Negroni, L. Bondi, P. Bestagini and S. Tubaro, "Freeze and Learn: Continual Learning with Selective Freezing for Speech Deepfake Detection", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025

• P. Bongini et al. "WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution", IJCNN Workshops (Verimedia), 2025

• V. Negroni, D. Salvi, P. Bestagini, S. Tubaro, "Source Verification for Speech Deepfakes", INTERSPEECH, 2025

• K. Zeng, M. Barni, B. Tondi, "Certifiably Robust Synthetic Image Detectors", European Signal Processing Conference (EUSIPCO), 2025

• E. Coletta, D. Salvi, V. Negroni, D. U. Leonzio, P. Bestagini, "Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching", European Signal Processing Conference (EUSIPCO), 2025

• G. Affatato, E. D. Cannas, S. Mandelli, P. Bestagini, M. Marcon, S. Tubaro, "Decoding Synthetic Face Detectors: Enhancing Interpretability with 3D Morphable Models", European Signal Processing Conference (EUSIPCO), 2025

• G. Affatato, A. Ciamarra, E. D. Cannas, S. Mandelli, B. Tondi, R. Caldelli, P. Bestagini, "3D Morphable Models Meet Surface Frames for Generalizable and Robust Deepfake Detection", European Signal Processing Conference (EUSIPCO), 2025

• E. D. Cannas, S. Mandelli, N. Popović, A. Alkhateeb, A. Gnutti, P. Bestagini, S. Tubaro, "Is JPEG AI going to change image forensics?", International Conference on Computer Vision Workshops (ICCV-W), 2025