Paolo Bestagini

Orcid: 0000-0003-0406-0222

According to our database1, Paolo Bestagini authored at least 145 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Spectrogram-Based Detection of Auto-Tuned Vocals in Music Recordings.
CoRR, 2024

Compression Robust Synthetic Speech Detection Using Patched Spectrogram Transformer.
CoRR, 2024

Listening Between the Lines: Synthetic Speech Detection Disregarding Verbal Content.
CoRR, 2024

2023
Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions].
IEEE Signal Process. Mag., September, 2023

Deep Image Prior Amplitude SAR Image Anonymization.
Remote. Sens., August, 2023

Audio Splicing Detection and Localization Based on Acquisition Device Traces.
IEEE Trans. Inf. Forensics Secur., 2023

A Robust Approach to Multimodal Deepfake Detection.
J. Imaging, 2023

All-for-One and One-For-All: Deep learning-based feature fusion for Synthetic Speech Detection.
CoRR, 2023

DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection.
CoRR, 2023

Enhancing Biogenic Emission Maps Using Deep Learning.
CoRR, 2023

TIMIT-TTS: A Text-to-Speech Dataset for Multimodal Synthetic Media Detection.
IEEE Access, 2023

Are you Really Alone? Detecting the use of Speech Separation Techniques on Audio Recordings.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2023

Enhancement Strategies For Copy-Paste Generation & Localization in RGB Satellite Imagery.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2023

BiFPro: A Bidirectional Facial-data Protection Framework against DeepFake.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Synthetic Speech Detection through Audio Folding.
Proceedings of the 2nd ACM International Workshop on Multimedia AI against Disinformation, 2023

Extracting Efficient Spectrograms From MP3 Compressed Speech Signals for Synthetic Speech Detection.
Proceedings of the 2023 ACM Workshop on Information Hiding and Multimedia Security, 2023

Synthesized Speech Attribution Using The Patchout Spectrogram Attribution Transformer.
Proceedings of the 2023 ACM Workshop on Information Hiding and Multimedia Security, 2023

Super-Resolution of Bvoc Emission Maps Via Domain Adaptation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Robust Water Leak Detection and Localization with Graph Signal Processing.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

PS3DT: Synthetic Speech Detection Using Patched Spectrogram Transformer.
Proceedings of the International Conference on Machine Learning and Applications, 2023

DSVAE: Disentangled Representation Learning for Synthetic Speech Detection.
Proceedings of the International Conference on Machine Learning and Applications, 2023

It Wasn't Me: Irregular Identity in Deepfake Videos.
Proceedings of the IEEE International Conference on Image Processing, 2023

Super-Resolution of BVOC Maps by Adapting Deep Learning Methods.
Proceedings of the IEEE International Conference on Image Processing, 2023

ASSD: Synthetic Speech Detection in the AAC Compressed Domain.
Proceedings of the IEEE International Conference on Acoustics, 2023

Reliability Estimation for Synthetic Speech Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Water Leak Detection and Localization Using Convolutional Autoencoders.
Proceedings of the IEEE International Conference on Acoustics, 2023

Towards Frequency Band Explainability in Synthetic Speech Detection.
Proceedings of the 31st European Signal Processing Conference, 2023

Multi-BVOC Super-Resolution Exploiting Compounds Inter-Connection.
Proceedings of the 31st European Signal Processing Conference, 2023

MTN: Forensic Analysis of MP4 Video Files Using Graph Neural Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

FGSSAT : Unsupervised Fine-Grain Attribution of Unknown Speech Synthesizers Using Transformer Networks.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Intelligent Seismic Deblending Through Deep Preconditioner.
IEEE Geosci. Remote. Sens. Lett., 2022

Deep Prior-Based Unsupervised Reconstruction of Irregularly Sampled Seismic Data.
IEEE Geosci. Remote. Sens. Lett., 2022

DIPPAS: a deep image prior PRNU anonymization scheme.
EURASIP J. Inf. Secur., 2022

An Overview on the Generation and Detection of Synthetic and Manipulated Satellite Images.
CoRR, 2022

Forensic Analysis of Synthetically Generated Western Blot Images.
IEEE Access, 2022

Amplitude SAR Imagery Splicing Localization.
IEEE Access, 2022

Exploring the Synthetic Speech Attribution Problem Through Data-Driven Detectors.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2022

Spectral Denoising for Microphone Classification.
Proceedings of the MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27, 2022

H4VDM: H.264 Video Device Matching.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Detecting Gan-Generated Images by Orthogonal Training of Multiple CNNs.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Forensic Analysis and Localization of Multiply Compressed MP3 Audio Using Transformers.
Proceedings of the IEEE International Conference on Acoustics, 2022

A Data-Driven Approach for Acoustic Parameter Similarity Estimation of Speech Recording.
Proceedings of the IEEE International Conference on Acoustics, 2022

Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach.
Proceedings of the IEEE International Conference on Acoustics, 2022

Panchromatic Imagery Copy-Paste Localization Through Data-Driven Sensor Attribution.
Proceedings of the IEEE International Conference on Acoustics, 2022

Speaker-Independent Microphone Identification in Noisy Conditions.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Landmine Detection Using Autoencoders on Multipolarization GPR Volumetric Data.
IEEE Trans. Geosci. Remote. Sens., 2021

Reconstructing Speech From CNN Embeddings.
IEEE Signal Process. Lett., 2021

CNN-Based Multi-Modal Camera Model Identification on Video Sequences.
J. Imaging, 2021

Synthetic speech detection through short-term and long-term prediction traces.
EURASIP J. Inf. Secur., 2021

Forensic Analysis of Synthetically Generated Scientific Images.
CoRR, 2021

What's wrong with this video? Comparing Explainers for Deepfake Detection.
CoRR, 2021

Time Scaling Detection and Estimation in Audio Recordings.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2021

Anti-Aliasing Add-On For Deep Prior Seismic Data Interpolation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Open-Set Source Attribution for Panchromatic Satellite Imagery.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Multitask learning for denoising and analysis of X-ray polymer acquisitions.
Proceedings of the 29th European Signal Processing Conference, 2021

Forensic Analysis of Video Files Using Metadata.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Do Deepfakes Feel Emotions? A Semantic Approach to Detecting Deepfakes via Emotional Inconsistencies.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Facing Device Attribution Problem for Stabilized Video Sequences.
IEEE Trans. Inf. Forensics Secur., 2020

Source Localization Using Distributed Microphones in Reverberant Environments Based on Deep Learning and Ray Space Transform.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

CNN-Based Fast Source Device Identification.
IEEE Signal Process. Lett., 2020

Ballistic Ground Penetrating Radar Equipment for Blast-Exposed Security Applications.
Remote. Sens., 2020

FOCAL: A Forgery Localization Framework based on Video Coding Self-Consistency.
CoRR, 2020

Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision.
Proceedings of the 12th IEEE International Workshop on Information Forensics and Security, 2020

Speech Audio Splicing Detection and Localization Exploiting Reverberation Cues.
Proceedings of the 12th IEEE International Workshop on Information Forensics and Security, 2020

Training Strategies and Data Augmentations in CNN-based DeepFake Video Detection.
Proceedings of the 12th IEEE International Workshop on Information Forensics and Security, 2020

Video Face Manipulation Detection Through Ensemble of CNNs.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

On the use of Benford's law to detect GAN-generated images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Modified Fourier-Mellin Approach For Source Device Identification On Stabilized Videos.
Proceedings of the IEEE International Conference on Image Processing, 2020

Multimodal Violence Detection in Videos.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Phylogenetic Minimum Spanning Tree Reconstruction Using Autoencoders.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Improving PRNU Compression Through Preprocessing, Quantization, and Coding.
IEEE Trans. Inf. Forensics Secur., 2019

We Need No Pixels: Video Manipulation Detection Using Stream Descriptors.
CoRR, 2019

Interpolation and Denoising of Seismic Data using Convolutional Neural Networks.
CoRR, 2019

An In-Depth Study on Open-Set Camera Model Identification.
IEEE Access, 2019

Automatic Reliability Estimation for Speech Audio Surveillance Recordings.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2019

Multimedia Forensics.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Splicing Detection and Localization In Satellite Imagery Using Conditional GANs.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Detection and Synchronization of Video Sequences for Event Reconstruction.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

A Prnu-Based Method to Expose Video Device Compositions in Open-Set Setups.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Image Anonymization Detection with Deep Handcrafted Features.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Shadow Removal Detection and Localization for Forensics Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2019

"Hello? Who Am I Talking to?" A Shallow CNN Approach for Human vs. Bot Speech Classification.
Proceedings of the IEEE International Conference on Acoustics, 2019

Hyperspectral X-ray Denoising: Model-Based and Data-Driven Solutions.
Proceedings of the 27th European Signal Processing Conference, 2019

Anomaly-Based Manipulation Detection in Satellite Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
IEEE Signal Processing Cup 2018 Database - Forensic Camera Model Identification.
Dataset, June, 2018

Forensic Camera Model Identification: Highlights from the IEEE Signal Processing Cup 2018 Student Competition [SP Competitions].
IEEE Signal Process. Mag., 2018

Landmine Detection Using Autoencoders on Multi-polarization GPR Volumetric Data.
CoRR, 2018

JPEG Implementation Forensics Based on Eigen-Algorithms.
Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018

Reliability Map Estimation for CNN-Based Camera Model Attribution.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Convolutional Autoencoder for Landmine Detection on GPR Scans.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier.
Proceedings of the Media Watermarking, Security, and Forensics 2018, Burlingame, CA, USA, 28 January 2018, 2018

Ray Space Transform Interpolation with Convolutional Autoencoder.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Video Codec Forensics Based on Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Multiple Jpeg Compression Detection Through Task-Driven Non-Negative Matrix Factorization.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Blind Detection and Localization of Video Temporal Splicing Exploiting Sensor-Based Footprints.
Proceedings of the 26th European Signal Processing Conference, 2018

Fooling PRNU-Based Detectors Through Convolutional Neural Networks.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
A Geometrical-Statistical Approach to Outlier Removal for TDOA Measurements.
IEEE Trans. Signal Process., 2017

Data-Driven Feature Characterization Techniques for Laser Printer Attribution.
IEEE Trans. Inf. Forensics Secur., 2017

First Steps Toward Camera Model Identification With Convolutional Neural Networks.
IEEE Signal Process. Lett., 2017

Source localization and denoising: a perspective from the TDOA space.
Multidimens. Syst. Signal Process., 2017

Aligned and non-aligned double JPEG detection using convolutional neural networks.
J. Vis. Commun. Image Represent., 2017

Audio phylogenetic analysis using geometric transforms.
Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017

Design of projection matrices for PRNU compression.
Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017

A Preliminary Study on Convolutional Neural Networks for Camera Model Identification.
Proceedings of the Media Watermarking, Security, and Forensics 2017, Burlingame, CA, USA, 29 January 2017, 2017

Inpainting-Based camera anonymization.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Spotting the difference: Context retrieval and analysis for improved forgery detection and localization.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Video phylogeny tree reconstruction using aging measures.
Proceedings of the 25th European Signal Processing Conference, 2017

Landmine detection from GPR data using convolutional neural networks.
Proceedings of the 25th European Signal Processing Conference, 2017

A Counter-Forensic Method for CNN-Based Camera Model Identification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Tampering Detection and Localization Through Clustering of Camera-Based CNN Features.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Codec and GOP Identification in Double Compressed Videos.
IEEE Trans. Image Process., 2016

A Geometrical-Statistical approach to outlier removal for TDOA measuments.
CoRR, 2016

Camera identification with deep convolutional networks.
CoRR, 2016

Phylogenetic analysis of near-duplicate and semantically-similar images using viewpoint localization.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2016

Hash-based frame selection for video phylogeny.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2016

Robust smartphone fingerprint by mixing device sensors features for mobile strong authentication.
Proceedings of the Media Watermarking, 2016

Phylogenetic analysis of near-duplicate images using processing age metrics.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Image phylogeny tree reconstruction based on region selection.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Video alignment for phylogenetic analysis.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
A Robust and Low-Complexity Source Localization Algorithm for Asynchronous Distributed Microphone Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

TDOA denoising for acoustic source localization.
CoRR, 2015

Near-duplicate detection and alignment for multi-view videos.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Phylogeny reconstruction for misaligned and compressed video sequences.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Reverse engineering di contenuti video per analisi forensi.
PhD thesis, 2014

TDOA-based acoustic source localization in the space-range reference frame.
Multidimens. Syst. Signal Process., 2014

Multi-Clue Image Tampering Localization.
Proceedings of the 2014 IEEE International Workshop on Information Forensics and Security, 2014

Unsupervised feature learning for bootleg detection using deep learning architectures.
Proceedings of the 2014 IEEE International Workshop on Information Forensics and Security, 2014

Who is my parent? Reconstructing video sequences from partially matching shots.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Audio tampering detection using multimodal features.
Proceedings of the IEEE International Conference on Acoustics, 2014

Antiforensic synthesis of motion vectors using template algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2014

Demosaicing strategy identification via eigenalgorithms.
Proceedings of the IEEE International Conference on Acoustics, 2014

Image phylogeny through dissimilarity metrics fusion.
Proceedings of the 5th European Workshop on Visual Information Processing, 2014

2013
Attacking image classification based on bag-of-visual-words.
Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013

Feature-based classification for audio bootlegs detection.
Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013

Local tampering detection in video sequences.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Video recapture detection based on ghosting artifact analysis.
Proceedings of the IEEE International Conference on Image Processing, 2013

Detection of temporal interpolation in video sequences.
Proceedings of the IEEE International Conference on Acoustics, 2013

Video codec identification extending the idempotency property.
Proceedings of the European Workshop on Visual Information Processing, 2013

2012
Localization of Acoustic Sources Through the Fitting of Propagation Cones Using Multiple Independent Arrays.
IEEE Trans. Speech Audio Process., 2012

Multiple compression detection for video sequences.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Video codec identification.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

An overview on video forensics.
Proceedings of the 20th European Signal Processing Conference, 2012

2011

2010
Geometric calibration of distributed microphone arrays from acoustic source correspondences.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010


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