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Research Papers

Leporoni G., Maiano L., Papa L., Amerini I. A Guided-Based Approach for Deepfake
Detection: RGB-Depth Integration via Features Fusion
. Pattern Recognition Letter, 2024

Maiano L., Benova A., Papa L., Stockner M., Marchetti M., Convertino G., Mazzoni G., and Amerini I. Human vs machine: a comparative analysis in detecting AI- generated images. IEEE Security & Privacy, 2024

Papa L., P. 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

Gao J., Micheletto M., Orrù G., Concas S., Feng X., Marcialis G.L., Roli F. Texture and artifact decomposition for improving generalization in deep-learning-based deepfake detection. Engineering Applications of Artificial Intellingence, 2024

Gao J., Xia Z., Marcialis G.L., Dang C., DAi J., Feng X. Deepfake detection based on high-frequency enhancement network for highly compressed content. Expert Systems with Applications, 2024

Panzino A., La Cava S.M., Orrù G., Marcialis G.L. Evaluating the Integration of Morph Attack Detection in Automated Face Recognition Systems. Int. Conf. on Computer Vision and Pattern Recognition (CVPR), 2nd Workshop and Challenge on DeepFake Analysis and Detection, 2024

Concas S., La Cava S.M., Casula R., Orrù G., Puglisi G., Marcialis G.L. Quality-based Artifact Modeling for Facial Deepfake Detection in Videos. Int. Conf. on Computer Vision and Pattern Recognition (CVPR), 2nd Workshop and Challenge on DeepFake Analysis and Detection, 2024

Amerini I., , Barni M., Battiato S., Bestagini P., Boato G., Sari Bonaventura T., Bruni V., Caldelli R., De Natale F., De Nicola R., Guarnera L., Mandelli S., Marcialis G.L., Micheletto M., Montibeller A., Orrù G., Ortis A., Perazzo P., Puglisi G., Salvi D., Tubaro S., Melis Tonti C., Villari M., Vitulano D. Deepfake Media Forensics: State of the Art and Challenges Ahead. 16th Int. Conf. on Advances in Social Networks Analysis and Mining, 2024 (pre-print)