Oliver Giudice

Orcid: 0000-0002-8343-2049

According to our database1, Oliver Giudice authored at least 40 papers between 2012 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Mastering Deepfake Detection: A Cutting-edge Approach to Distinguish GAN and Diffusion-model Images.
ACM Trans. Multim. Comput. Commun. Appl., November, 2024

2023
Boosting multiple sclerosis lesion segmentation through attention mechanism.
Comput. Biol. Medicine, July, 2023

Assessing forensic ballistics three-dimensionally through graphical reconstruction and immersive VR observation.
Multim. Tools Appl., May, 2023

Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models.
CoRR, 2023

Exploring Naive Approaches to Tell Apart LLMs Productions from Human-written Text.
Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval, 2023

Deep Audio Analyzer: A Framework to Industrialize the Research on Audio Forensics.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

An Innovative Tool for Uploading/Scraping Large Image Datasets on Social Networks.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Not with My Name! Inferring Artists' Names of Input Strings Employed by Diffusion Models.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Early Detection of Hip Periprosthetic Joint Infections Through CNN on Computed Tomography Images.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Attention-Based Convolutional Neural Network for CT Scan COVID-19 Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Enhancing Multiple Sclerosis Lesion Segmentation in Multimodal MRI Scans with Diffusion Models.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
CNN-based first quantization estimation of double compressed JPEG images.
J. Vis. Commun. Image Represent., 2022

The Face Deepfake Detection Challenge.
J. Imaging, 2022

Natural Gas Leakage Detection: a Deep Learning Framework on IR Video Data.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Deepfake Style Transfer Mixture: A First Forensic Ballistics Study on Synthetic Images.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Introducing AV1 Codec-Level Video Steganography.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

On the Exploitation of Deepfake Model Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Is synthetic voice detection research going into the right direction?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
A Robust Document Identification Framework through f-BP Fingerprint.
J. Imaging, 2021

Fighting Deepfakes by Detecting GAN DCT Anomalies.
J. Imaging, 2021

Estimating Previous Quantization Factors on Multiple JPEG Compressed Images.
EURASIP J. Inf. Secur., 2021

First Quantization Estimation by a Robust Data Exploitation Strategy of DCT Coefficients.
IEEE Access, 2021

Food Recognition for Dietary Monitoring during Smoke Quitting.
Proceedings of the International Conference on Image Processing and Vision Engineering, 2021

2020
Preliminary Forensics Analysis of DeepFake Images.
CoRR, 2020

Fighting Deepfake by Exposing the Convolutional Traces on Images.
IEEE Access, 2020

Computational Data Analysis for First Quantization Estimation on JPEG Double Compressed Images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

In-Depth DCT Coefficient Distribution Analysis for First Quantization Estimation.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Single Architecture and Multiple task deep Neural Network for Altered Fingerprint Analysis.
Proceedings of the IEEE International Conference on Image Processing, 2020

Animated Gif Optimization By Adaptive Color Local Table Management.
Proceedings of the IEEE International Conference on Image Processing, 2020

DeepFake Detection by Analyzing Convolutional Traces.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
A New Study On Wood Fibers Textures: Documents Authentication Through LBP Fingerprint.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Siamese Ballistics Neural Network.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

1-D DCT Domain Analysis for JPEG Double Compression Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
On-board monitoring system for road traffic safety analysis.
Comput. Ind., 2018

A Fast Palette Reordering Technique Based on GPU-Optimized Genetic Algorithms.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
A Classification Engine for Image Ballistics of Social Data.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016
Aligning shapes for symbol classification and retrieval.
Multim. Tools Appl., 2016

Multimedia Forensics: discovering the history of multimedia contents.
Proceedings of the 17th International Conference on Computer Systems and Technologies, 2016

2013
Road Traffic Conflict Analysis from Geo-referenced Stereo Sequences.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012
Aligning Bags of Shape Contexts for Blurred Shape Model based symbol classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012


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