Image Forensics

Machine Learning in Digital Forensics: A Systematic Literature Review

Authors: Tahereh Nayerifard, Haleh Amintoosi, Abbas Ghaemi Bafghi, Ali Dehghantanha | Published: 2023-06-08
Watermarking
Data Extraction and Analysis
Image Forensics
2023.06.08 2025.05.28
Literature Database

Using Topological Data Analysis to classify Encrypted Bits

Authors: Jayati Kaushik, Aaruni Kaushik, Upasana Parashar | Published: 2023-01-18
Algorithm Design
Machine Learning
Image Forensics
2023.01.18 2025.05.28
Literature Database

Generative Adversarial Networks and Image-Based Malware Classification

Authors: Huy Nguyen, Fabio Di Troia, Genya Ishigaki, Mark Stamp | Published: 2022-06-08
Prompt Injection
Malware Propagation Means
Image Forensics
2022.06.08 2025.05.28
Literature Database

Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks

Authors: Tharindu Fernando, Clinton Fookes, Simon Denman, Sridha Sridharan | Published: 2019-11-17
Model Performance Evaluation
Attention Mechanism
Image Forensics
2019.11.17 2025.05.28
Literature Database

Localization of JPEG double compression through multi-domain convolutional neural networks

Authors: Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli | Published: 2017-06-06
Data Flow Analysis
Model Architecture
Image Forensics
2017.06.06 2025.05.28
Literature Database