Multimedia privacy and security landscape in the wake of ai/ml

CTER Hewage, SK Khattak, A Ahmad… - Social Media …, 2022 - api.taylorfrancis.com
Privacy and security of multimedia content came under scrutiny with the wider application of
Artificial Intelligence (AI) and Machine Learning (ML)-based technologies. The issues range …

Introduction to Special Issue on “Recent trends in Multimedia Forensics”

R Vyas, M Nappi, A del Bimbo, S Bakshi - ACM Transactions on …, 2024 - dl.acm.org
Multimedia forensics is a subject area which is the need of the hour in this modern era of
media-manipulation and generation of fake images/videos assisted with artificial intelligence …

Cybersecurity for cyber-enabled multimedia applications

Q Jin, Y Xiang, G Sun, Y Liu, CC Chang - IEEE MultiMedia, 2017 - ieeexplore.ieee.org
With the rapid popularity of social network applications and advanced digital devices, we
have witnessed the explosive growth of multimedia big data in terms of both scale and …

Deterring deepfake attacks with an electrical network frequency fingerprints approach

D Nagothu, R Xu, Y Chen, E Blasch, A Aved - Future Internet, 2022 - mdpi.com
With the fast development of Fifth-/Sixth-Generation (5G/6G) communications and the
Internet of Video Things (IoVT), a broad range of mega-scale data applications emerge (eg …

From Deepfakes to Digital Truths: The Role of Watermarking in AI-Generated Image Verification

JJ Thakkar, A Kaur - 2024 47th International Conference on …, 2024 - ieeexplore.ieee.org
The evolution of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL)
has introduced deepfake technology. Deepfake technology is a form of digital manipulation …

Deepfakes, misinformation, and disinformation in the era of frontier AI, generative AI, and large AI models

MR Shoaib, Z Wang, MT Ahvanooey… - … on Computer and …, 2023 - ieeexplore.ieee.org
With the advent of sophisticated artificial intelligence (AI) technologies, the proliferation of
deepfakes and the spread of m/disinformation have emerged as formidable threats to the …

[PDF][PDF] Multimedia forensics before the deep learning era

D Cozzolino, L Verdoliva - Handbook of Digital Face Manipulation …, 2022 - library.oapen.org
Image manipulation is as old as photography itself, and powerful media editing tools have
been around for a long time. Using such conventional signal processing methods, it is …

Assessing the Effectiveness of Network Security Tools in Mitigating the Impact of Deepfakes AI on Public Trust in Media

AD Samuel-Okon, OI Akinola… - Archives of Current …, 2024 - ebooks.manu2sent.com
The rising threat of deepfake technology challenges public trust in media, necessitating
robust countermeasures. This study proposes the Anti-DFK framework, a comprehensive …

Impact of media forensics and deepfake in society

E Nowroozi, S Seyedshoari, M Mohammadi… - Breakthroughs in Digital …, 2022 - Springer
Technologies for producing and modifying content for multimedia have reached to the point
that they could now deliver an extremely high degree of realism. Free software tools …

Media forensics and deepfakes: an overview

L Verdoliva - IEEE journal of selected topics in signal …, 2020 - ieeexplore.ieee.org
With the rapid progress in recent years, techniques that generate and manipulate
multimedia content can now provide a very advanced level of realism. The boundary …