Irene Amerini

Pubblicazioni

Titolo Pubblicato in Anno
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
Identification of social-media platform of videos through the use of shared features JOURNAL OF IMAGING 2021
Image and video forensics JOURNAL OF IMAGING 2021
Intrusion detection based on gray-level co-occurrence matrix and 2d dispersion entropy APPLIED SCIENCES 2021
Media forensics on social media platforms: a survey EURASIP JOURNAL ON MULTIMEDIA AND INFORMATION SECURITY 2021
Optical Flow based CNN for detection of unlearnt deepfake manipulations PATTERN RECOGNITION LETTERS 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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