Deepfake detection: A systematic literature review
Over the last few decades, rapid progress in AI, machine learning, and deep learning has
resulted in new techniques and various tools for manipulating multimedia. Though the …
resulted in new techniques and various tools for manipulating multimedia. Though the …
Deepfakestack: A deep ensemble-based learning technique for deepfake detection
Recent advances in technology have made the deep learning (DL) models available for use
in a wide variety of novel applications; for example, generative adversarial network (GAN) …
in a wide variety of novel applications; for example, generative adversarial network (GAN) …
Limits of deepfake detection: A robust estimation viewpoint
S Agarwal, LR Varshney - arXiv preprint arXiv:1905.03493, 2019 - arxiv.org
Deepfake detection is formulated as a hypothesis testing problem to classify an image as
genuine or GAN-generated. A robust statistics view of GANs is considered to bound the error …
genuine or GAN-generated. A robust statistics view of GANs is considered to bound the error …
Deepfakes–Reality Under Threat?
In recent years, advances in technology, specifically in machine learning, artificial
intelligence, and deep learning, have made it possible to create highly convincing fake …
intelligence, and deep learning, have made it possible to create highly convincing fake …
[PDF][PDF] Deepfake: la imagen en tiempos de la posverdad
JB Capistrán - Revista panamericana de comunicación, 2020 - redalyc.org
El deepfake es una especie mediática que evoluciona progresivamente como una amenaza
para los dicursos del hacer creer en tiempos de la posverdad. Este estudio tiene como …
para los dicursos del hacer creer en tiempos de la posverdad. Este estudio tiene como …
[HTML][HTML] Imágenes falsas, efectos reales. Deepfakes como manifestaciones de la violencia política de género
A Barrientos-Báez, MTP Otero… - Revista Latina de …, 2024 - nuevaepoca.revistalatinacs.org
Introducción: El estudio aborda la problemática de los deepfakes y su efecto en la
percepción pública, destacando su evolución desde prácticas antiguas de manipulación …
percepción pública, destacando su evolución desde prácticas antiguas de manipulación …
Enhancing Global Security: A Robust CNN Model for Deepfake Video Detection
M Solaiman, MS Rana - 2024 7th International Conference on …, 2024 - ieeexplore.ieee.org
In recent years, the rapid advancements in machine learning (ML), artificial intelligence (AI),
and deep learning (DL) have ushered in a new era of sophistication in image and video …
and deep learning (DL) have ushered in a new era of sophistication in image and video …
Advanced Deepfake Detection using Machine Learning Algorithms: A Statistical Analysis and Performance Comparison
As techniques and tools for synthetic media and Deepfakes continue to advance, it is
increasingly clear that video, audio and images can no longer be relied upon as truthful …
increasingly clear that video, audio and images can no longer be relied upon as truthful …
Analyzing and Detecting Android Malware and Deepfake
MS Rana - 2021 - aquila.usm.edu
Rapid advances in artificial intelligence (AI), machine learning (ML), and deep learning (DL)
over the past several decades have produced a variety of technologies and tools that …
over the past several decades have produced a variety of technologies and tools that …
Analysis of Deepfake Detection Techniques
B Puri, J Kumar, S Mukherjee - … International Conference on …, 2023 - ieeexplore.ieee.org
The proliferation of deepfakes, utilizing sophisticated machine learning algorithms to create
falsified media content, is a growing concern for society. This study aims to delve deeper into …
falsified media content, is a growing concern for society. This study aims to delve deeper into …