Machine learning in digital forensics: a systematic literature review

T Nayerifard, H Amintoosi, AG Bafghi… - arXiv preprint arXiv …, 2023 - arxiv.org
Development and exploitation of technology have led to the further expansion and
complexity of digital crimes. On the other hand, the growing volume of data and …

The mever deepfake detection service: Lessons learnt from developing and deploying in the wild

S Baxevanakis, G Kordopatis-Zilos… - Proceedings of the 1st …, 2022 - dl.acm.org
Enabled by recent improvements in generation methodologies, DeepFakes have become
mainstream due to their increasingly better visual quality, the increase in easy-to-use …

A novel forgery classification method based on multi‐scale feature capsule network in mobile edge computing

Z Lian, L Wang - Software: Practice and Experience, 2024 - Wiley Online Library
Face recognition is one of the most important applications of MEC. However, there have
been many fake face data that can deceive MEC devices, causing serious problems such as …

A novel blind tamper detection and localization scheme for multiple faces in digital images

R Thabit - IET Image Processing, 2023 - Wiley Online Library
Face image manipulation detection (FIMD) is a research area of great interest, widely
applicable in fields requiring data security and authentication. Existing FIMD schemes aim to …

[HTML][HTML] Enhancing Image Copy Detection through Dynamic Augmentation and Efficient Sampling with Minimal Data

M Fawzy, NS Tawfik, SN Saleh - Electronics, 2024 - mdpi.com
Social networks have become deeply integrated into our daily lives, leading to an increase
in image sharing across different platforms. Simultaneously, the existence of robust and user …

Cluster-Based Optimization of Training Data Selection for Image Copy Detection Models

M Fawzy, NS Tawfik, SN Saleh - 2024 14th International …, 2024 - ieeexplore.ieee.org
The integration of Machine Learning (ML) and Artificial Intelligence (AI) into various aspects
of daily life, spanning domains from healthcare diagnostics to autonomous vehicle …

A New Face Image Manipulation Localization and Recovery Algorithm Using Image Watermarking and Integer Wavelet Transform.

AH Jawad, R Thabit, MH Al-Hadaad… - Mathematical …, 2024 - search.ebscohost.com
Recognizing different kinds of modifications and identifying the altered portions of the face
region have been the main focus of recent developments in face image manipulation …