Pubblicazioni di Amerini Irene
2025
Siciliano Federico, Maiano Luca, Papa Lorenzo, Baccini Federica, Amerini Irene, Silvestri Fabrizio
Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News Without Modifying it. Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2025: 525-530
Wani T. M., Amerini I.
Audio Deepfake Detection: A Continual Approach with Feature Distillation and Dynamic Class Rebalancing. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025: 211-227
Amerini I., Barni M., Battiato S., Bestagini P., Boato G., Bruni V., Caldelli R., De Natale F., De Nicola R., Guarnera L., Mandelli S., Majid T., Marcialis G. L., Micheletto M., Montibeller A., Orru G., Ortis A., Perazzo P., Puglisi G., Purnekar N., Salvi D., Tubaro S., Villari M., Vitulano D.
Deepfake Media Forensics: Status and Future Challenges. JOURNAL OF IMAGING 2025: -
Wani T. M., Uecker M., Wani F. A., Amerini I.
HCN-TA: Hierarchical Capsule Network with Temporal Attention for a Generalizable Approach to Audio Deepfake Detection. Proceedings of the 2023 International Conference on Communication, Signal Processing and Computer Engineering 2025: 775-777
Romano M., Tedeschi J., Amerini I.
JAM-net: A KAN-based Deep Neural Network for Pneumonia Detection in Chest X-Rays. 2025 IEEE Symposium on Computational Intelligence in Health and Medicine Companion, CIHM Companion 2025 2025: 1-5
Tonti Claudia, Amerini Irene
Lightweight transformer occupancy networks for 3d virtual object reconstruction. Lightweight Transformer Occupancy Networks for 3D Virtual Object Reconstruction 2025: 408-414
Fornaciari W., Agosta G., Fioravanti M., Giuseppetti P., Solinas A., Gallo L., Pernigotto M., Pedol M., Pro F., Amerini I., Papa L., Maiano L., Trovini G., Di Giamberardino M., Satta P.
PMDI: An AI-Enabled Ecosystem for Cooperative Urban Mobility. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025: 231-246
Alfarano Andrea, Alfarano Alberto, Friso Linda, Bacciu Andrea, Amerini Irene, Silvestri Fabrizio
STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing. Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025 2025: 1090-1100
Scaccia S., Pro F., Amerini I.
Unsupervised pedestrian intention estimation through deep neural embeddings and spatio-temporal graph convolutional networks. PATTERN ANALYSIS AND APPLICATIONS 2025: -
2024
Leporoni G., Maiano L., Papa L., Amerini I.
A guided-based approach for deepfake detection: RGB-depth integration via features fusion. PATTERN RECOGNITION LETTERS 2024: 99-105
Pro F., Dionelis N., Maiano L., Le Saux B., Amerini I.
A Semantic Segmentation-Guided Approach for Ground-to-Aerial Image Matching. International Geoscience and Remote Sensing Symposium (IGARSS) 2024: 2630-2635
Papa L., Russo P., Amerini I., Zhou L.
A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2024: 1-20
Wani T. M., Gulzar R., Amerini I.
ABC-CapsNet: Attention based Cascaded Capsule Network for Audio Deepfake Detection. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2024: 2464-2472
Mongelli L., Maiano L., Amerini I.
CMDD: A novel multimodal two-stream CNN deepfakes detector. Proceedings of the 4th Workshop on Reducing Online Misinformation through Credible Information Retrieval co-located with the 46th European Conference on Information Retrieval (ECIR 2024) 2024: 17-30
Tassone F., Maiano L., Amerini I.
Continuous fake media detection: Adapting deepfake detectors to new generative techniques. COMPUTER VISION AND IMAGE UNDERSTANDING 2024: -
Asha S., Vinod P., Amerini I., Menon V. G.
D-Fence layer: an ensemble framework for comprehensive deepfake detection. MULTIMEDIA TOOLS AND APPLICATIONS 2024: -
Papa Lorenzo, Russo Paolo, Amerini Irene
D4D: An RGBD diffusion model to boost monocular depth estimation. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2024: 1-14
TAIBA MAJID TAIBA MAJID, Qadri Syed Asif Ahmad, Comminiello Danilo, Amerini Irene
Detecting audio deepfakes: integrating CNN and BiLSTM with multi-feature concatenation. IH&MMSec '24: Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security 2024: 271-276
Amerini I., Sanchez V., Maiano L.
Editorial for pattern recognition letters special issue on Advances in Disinformation Detection and Media Forensics. PATTERN RECOGNITION LETTERS 2024: 21-22
Zaramella M., Zhu X., Amerini I.
Enhancing Manatee Aggregation Counting Through Augmentation and Cross-Domain Learning. IEEE ACCESS 2024: 131148-131163
Alfarano A., Maiano L., Papa L., Amerini I.
Estimating optical flow: A comprehensive review of the state of the art. COMPUTER VISION AND IMAGE UNDERSTANDING 2024: -
Maiano L., Benova A., Papa L., Stockner M., Marchetti M., Convertino G., Mazzoni G., Amerini I.
Human Versus Machine: A Comparative Analysis in Detecting Artificial Intelligence-Generated Images. IEEE SECURITY & PRIVACY 2024: 77-86
Dionelis N., Pro F., Maiano L., Amerini I., Saux B. L.
Learning from Unlabelled data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images. IGARSS 2024. 2024 IEEE International Geoscience and Remote Sensing Symposium 2024: 8167-8172
Tonti C. M., Papa L., Amerini I.
Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction. IEEE COMPUTER GRAPHICS AND APPLICATIONS 2024: 1-14
Ustubioglu B., Tahaoglu G., Ustubioglu A., Ulutas G., Amerini I., Kilic M.
Multi Pattern Features-Based Spoofing Detection Mechanism Using One Class Learning. IEEE ACCESS 2024: 117523-117540
Schiavella C., Cirillo L., Papa L., Russo P., Amerini I.
Optimize Vision Transformer Architecture via Efficient Attention Modules: A Study on the Monocular Depth Estimation Task. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024: 383-394
Santosh , Lin L., Amerini I., Wang X., Hu S.
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images. Proceedings - IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS 2024: 1-7
Coppola Corrado, Papa Lorenzo, Boresta Marco, Amerini Irene, Palagi Laura
2023
Maiano Luca, Montuschi Antonio, Caserio Marta, Ferri Egon, Kieffer Federico, Germanò Chiara, Baiocco Lorenzo, RICCIARDI CELSI Lorenzo, Amerini Irene, Anagnostopoulos Aristidis
A deep-learning–based antifraud system for car-insurance claims. EXPERT SYSTEMS WITH APPLICATIONS 2023: 120644-
Bonaventura Tania Sari, Maiano Luca, Papa Lorenzo, Amerini Irene
An Automated Ground-to-Aerial Viewpoint Localization for Content Verification. 24th International Conference on Digital Signal Processing (DSP), Rhodes (Rodos), Greece, 2023 2023: -5
Imran M., Qureshi H. K., Amerini I.
BHAC-MRI: Backdoor and Hybrid Attacks on MRI Brain Tumor Classification Using CNN. Foresti, G.L., Fusiello, A., Hancock, E. (eds) Image Analysis and Processing – ICIAP 2023. ICIAP 2023. Lecture Notes in Computer Science, vol 14234. Springer, Cham. 2023: 332-344
Wani T. M., Amerini I.
Deepfakes Audio Detection Leveraging Audio Spectrogram and Convolutional Neural Networks. Image Analysis and Processing – ICIAP 2023: 22nd International Conference, ICIAP 2023, Udine, Italy, September 11–15, 2023, Proceedings, Part II 2023: 156-167
Abbate Giovanbattista, Amerini Irene, Caldelli Roberto
Image Watermarking Backdoor Attacks in CNN-Based Classification Tasks. Rousseau, JJ., Kapralos, B. (eds) Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges. 2023: -16
Stockner Mara, Marchetti Michela, Papa Lorenzo, Maiano Luca, Convertino Gianmarco, Amerini Irene
INTELLIGENZA ARTIFICIALE E RICONOSCIMENTO DI VOLTI. ATTI DEL XXIX CONGRESSO AIP 2023: -
Papa Lorenzo, PROIETTI MATTIA Gabriele, Russo Paolo, Amerini Irene, Beraldi Roberto
Amerini Irene, Rocha Anderson, Rosin Paul L., Sun Xianfang
Media Forensics and the Challenge of Big Data (Dagstuhl Seminar 23021). DAGSTUHL REPORTS 2023: -
Papa Lorenzo, Russo Paolo, Amerini Irene
METER: a mobile vision transformer architecture for monocular depth estimation. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2023: 1-1
Papa Lorenzo, Faiella Lorenzo, Corvitto Luca, Maiano Luca, Amerini Irene
On the use of Stable Diffusion for creating realistic faces: from generation to detection. 11th International Workshop on Biometrics and Forensics (IWBF) 2023: -6
Zaramella Matteo, Amerini Irene, Russo Paolo
Why Don't You Speak?: A Smartphone Application to Engage Museum Visitors Through Deepfakes Creation. Proceedings of the 5th Workshop on analySis, Understanding and proMotion of heritAge Contents (SUMAC '23). Association for Computing Machinery, New York, NY, USA 2023: 29-37
2022
Alati Edoardo, Caracciolo Carlo Alberto, Costa Marco, Sanzari Marta, Russo Paolo, Amerini Irene
aRTIC GAN: A Recursive Text-Image-Conditioned GAN. ELECTRONICS 2022: 1737-
Maiano Luca, Papa Lorenzo, Vocaj Ketbjano, Amerini Irene
DepthFake: a depth-based strategy for detecting Deepfake videos. ICPR 2022 Workshop on Artificial Intelligence for Multimedia Forensics and Disinformation Detection 2022: -
Baldini Gianmarco, Amerini Irene
Microphone Identification based on Spectral Entropy with Convolutional Neural Network. 2022 IEEE International Workshop on Information Forensics and Security (WIFS) 2022: 1-6
Baldini G., Amerini I.
Amerini I., Conti M., Giacomazzi P., Pajola L.
PRaNA: PRNU-based Technique to Tell Real and Deepfake Videos Apart. Proceedings of the International Joint Conference on Neural Networks 2022: 1-7
Papa Lorenzo, Russo Paolo, Amerini Irene
Real-time monocular depth estimation on embedded devices: challenges and performances in terrestrial and underwater scenarios. IEEE International Workshop on Metrology for the Sea 2022: -
Papa Lorenzo, Alati Edoardo, Russo Paolo, Amerini Irene
SPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings. IEEE ACCESS 2022: 44881-44890
2021
Amerini I., Anagnostopoulos A., Maiano L., ricciardi Celsi L.
Deep learning for multimedia forensics. FOUNDATIONS AND TRENDS IN COMPUTER GRAPHICS AND VISION 2021: 309-457
Maiano L., Amerini I., Ricciardi Celsi L., Anagnostopoulos A.
Identification of social-media platform of videos through the use of shared features. JOURNAL OF IMAGING 2021: 1-16
Amerini I., Baldini G., Leotta F.
Image and video forensics. JOURNAL OF IMAGING 2021: -
Cabal-Yepez E., Ledesma-Carrillo L. M., Botella G., Amerini I.
Introduction to the special section on image processing in security applications (VSI-ipsa). COMPUTERS & ELECTRICAL ENGINEERING 2021: 106935-