Work with experts in deepfake or synthetic media generation to create more realistic test images, incorporating post-processing, social media laundering, and anti-forensics filters.

This review paper endeavors to shed light on the intricate landscape of deepfake creation and dissemination, offering a comprehensive overview of forensic analysis techniques tailored …

Apr 8, 2025 · As deepfakes escalate, digital forensics teams must adapt to detect media manipulation, validate electronic evidence and ensure authenticity.

This project explores the impact of deepfakes on criminal investigations and digital forensic practitioners, the growing influence of fabricated media, and the challeng-es in identifying and …

Oct 11, 2024 · With the advancement of Artificial Intelligence (AI), digital manipulation tool sets have advanced into unprecedented levels. One of the most apparent are deepfakes, they …

This survey article aims to provide a comprehensive overview of the current state of digital forensic methods used to detect and analyze multimodal deepfake content on social media.

Mar 27, 2025 · This research focuses on the detection of deepfake images and videos for forensic analysis using deep learning techniques. It highlights the importance of preserving privacy and …

Aug 13, 2024 · In the context of forensic investigations involving Deepfake images, videos, or audio, state-of-the-art Deepfake detectors and architecture classifiers can be likened to the …

Nov 19, 2024 · Deepfake technology, powered by AI algorithms such as generative adversarial networks (GANs), has advanced significantly in recent years. Initially a niche novelty, …

We analyze cutting-edge techniques, pointing out their drawbacks and the versatility of deepfake algorithms, including forensic tools, machine learning models, and hybrid approaches.