Irene Amerini

Pubblicazioni

Titolo Pubblicato in Anno
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
Deep learning for multimedia forensics FOUNDATIONS AND TRENDS IN COMPUTER GRAPHICS AND VISION 2021
An evaluation of entropy measures for microphone identification ENTROPY 2020
Exploiting Prediction Error Inconsistencies through LSTM-based Classifiers to Detect Deepfake Videos IH and MMSec 2020 - Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security 2020
IEEE Access Special Section: Digital Forensics through Multimedia Source Inference IEEE ACCESS 2020
IH&MMSEC 2020 Program Chair's Welcome IH and MMSec 2020 - Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security 2020
Tracking Multiple Image Sharing on Social Networks ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2019
Social Network Identification Through Image Classification with CNN IEEE ACCESS 2019
Special issue on Deep Learning in Image and Video Forensics SIGNAL PROCESSING-IMAGE COMMUNICATION 2019
Microphone Identification Using Convolutional Neural Networks IEEE SENSORS LETTERS 2019
WiCV 2019: The Sixth Women In Computer Vision Workshop 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2019
Deepfake Video Detection through Optical Flow Based CNN 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) 2019
Smartphones identification through the built-in microphones with Convolutional Neural Network IEEE ACCESS 2019
PRNU-based image classification of origin social network with CNN Proceedings of the 26th European Signal Processing Conference 2018
The identification of mobile phones through the fingerprints of their built-in magnetometer: an analysis of the portability of the fingerprints 2017 International Carnahan Conference on Security Technology (ICCST) 2017
Tracing images back to their social network of origin: A CNN-based approach 2017 IEEE Workshop on Information Forensics and Security (WIFS) 2017

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

Progetti di Ricerca

Gruppi di ricerca

Cybersecurity

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