Irene Amerini

Pubblicazioni

Titolo Pubblicato in Anno
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
Localization of JPEG Double Compression Through Multi-domain Convolutional Neural Networks 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017
Image Origin Classification Based on Social Network Provenance IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2017
Media trustworthiness verification and event assessment through an integrated framework: a case-study MULTIMEDIA TOOLS AND APPLICATIONS 2017
Dealing with video source identification in social networks SIGNAL PROCESSING-IMAGE COMMUNICATION 2017
Smartphone Fingerprinting Combining Features of On-Board Sensors IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2017
Robust smartphone fingerprint by mixing device sensors features for mobile strong authentication Electronic Imaging, Media Watermarking, Security, and Forensics 2016 2016
SIFT match removal and keypoint preservation through dominant orientation shift 2015 23rd European Signal Processing Conference (EUSIPCO) 2015
A feature-based forensic procedure for splicing forgeries detection MATHEMATICAL PROBLEMS IN ENGINEERING 2015
Acquisition source identification through a blind image classification IET IMAGE PROCESSING 2015
Detection of manipulations on printed images to address crime scene analysis: A case study FORENSIC SCIENCE INTERNATIONAL 2015

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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