Deepfake attacks: Generation, detection, datasets, challenges, and research directions

A Naitali, M Ridouani, F Salahdine, N Kaabouch - Computers, 2023 - mdpi.com
Recent years have seen a substantial increase in interest in deepfakes, a fast-develo**
field at the nexus of artificial intelligence and multimedia. These artificial media creations …

Forged Video Detection Using Deep Learning: A SLR

M Munawar, I Noreen, RS Alharthi… - … Intelligence and Soft …, 2023 - Wiley Online Library
In today's digital landscape, video and image data have emerged as pivotal and widely
adopted means of communication. They serve not only as a ubiquitous mode of conveying …

Deepfakes in Finance: Unraveling the Threat Landscape and Detection Challenges

R Khan, M Taqi, A Afzal - Navigating the World of Deepfake …, 2024 - igi-global.com
Deepfake technology has the potential to disrupt the financial sector, posing special risks
and difficulties for a sector that is dependent on authenticity and confidence. This case study …

Fake face detection based on deep learning and frequency domain processing

M Wang, P Fan, T Yang - 2023 IEEE 5th International …, 2023 - ieeexplore.ieee.org
With the rapid development of artificial intelligence, various advanced image generation and
processing methods continue to emerge. In terms of fake face images, most are generated …

[PDF][PDF] Deepfake Attacks: Generation, Detection, Datasets, Challenges, and Research Directions. Computers 2023, 12, 216

A Naitali, M Ridouani, F Salahdine, N Kaabouch - 2023 - pdfs.semanticscholar.org
Recent years have seen a substantial increase in interest in deepfakes, a fast-develo**
field at the nexus of artificial intelligence and multimedia. These artificial media creations …

Deep learning for deepfake detection: Scientific landscape and future directions

P Dhiman, A Kaur, DK Sharma - Computational Methods in …, 2024 - taylorfrancis.com
In today's digital age, technology has advanced to the point where it is difficult to distinguish
be-tween genuine and forged media content. It was intended to be used for entertainment …

A Review on Spatial and Transform Domain-Based Image Steganography

D Singla, N Verma, S Patni - Examining Multimedia Forensics and …, 2023 - igi-global.com
Steganography is a secret way of communicating, hiding the existence of information. It
hides the message secretly without letting anyone know about its existence. This chapter …

A Methodological Study of Fake Image Creation and Detection Techniques in Multimedia Forensics

R Popli, I Kansal, R Kumar… - … Multimedia Forensics and …, 2023 - igi-global.com
Nowadays, there is a huge concern of fabrication of real-world images/videos using various
computer-aided tools and software. Although these types of software are commonly used for …

[HTML][HTML] 生成 AI の発展と新たなコンテンツ経済圏

栄藤稔 - 情報通信政策研究, 2023 - jstage.jst.go.jp
要旨 生成 AI の技術進化が 2022 年から急激に加速し, ユーザーを取り込んだ新たなコンテンツ
経済圏が形成されようとしている. 2014 年に発明された GAN (生成的敵対ネットワーク) …