Irene Amerini

Pubblicazioni

Titolo Pubblicato in Anno
Media Forensics and the Challenge of Big Data (Dagstuhl Seminar 23021) DAGSTUHL REPORTS 2023
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
An Automated Ground-to-Aerial Viewpoint Localization for Content Verification 24th International Conference on Digital Signal Processing (DSP), Rhodes (Rodos), Greece, 2023 2023
On the use of Stable Diffusion for creating realistic faces: from generation to detection 11th International Workshop on Biometrics and Forensics (IWBF) 2023
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
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
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
INTELLIGENZA ARTIFICIALE E RICONOSCIMENTO DI VOLTI ATTI DEL XXIX CONGRESSO AIP 2023
Convolutional neural networks combined with feature selection for radio-frequency fingerprinting COMPUTATIONAL INTELLIGENCE 2023
Deepfakes Audio Detection Leveraging Audio Spectrogram and Convolutional Neural Networks Lecture Notes in Computer Science ((LNCS,volume 14234)) 2023
DepthFake: A Depth-Based Strategy for Detecting Deepfake Videos Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
SPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings IEEE ACCESS 2022
aRTIC GAN: A Recursive Text-Image-Conditioned GAN ELECTRONICS 2022
DepthFake: a depth-based strategy for detecting Deepfake videos ICPR 2022 Workshop on Artificial Intelligence for Multimedia Forensics and Disinformation Detection 2022
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
Online Distributed Denial of Service (DDoS) intrusion detection based on adaptive sliding window and morphological fractal dimension COMPUTER NETWORKS 2022
PRaNA: PRNU-based Technique to Tell Real and Deepfake Videos Apart Proceedings of the International Joint Conference on Neural Networks 2022
Microphone Identification based on Spectral Entropy with Convolutional Neural Network 2022 IEEE International Workshop on Information Forensics and Security (WIFS) 2022
Introduction to the special section on image processing in security applications (VSI-ipsa) COMPUTERS & ELECTRICAL ENGINEERING 2021
Learning double-compression video fingerprints left from social-media platforms ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021

ERC

  • PE6_8
  • PE6_11
  • PE7_7

KET

  • Big data & computing

Interessi di ricerca

  • Machine learning and deep learning for computer vision and pattern recognition

  • Multimedia forensics and deepfake analysis

  • Digital image and video processing

Keywords

Computer Science - Computer Vision and Pattern Recognition
multimedia forensics
Deep Learning Image Processing
Digital image processing

Gruppi di ricerca

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