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Deepfake video detection: challenges and opportunities
Deepfake videos are a growing social issue. These videos are manipulated by artificial
intelligence (AI) techniques (especially deep learning), an emerging societal issue …
intelligence (AI) techniques (especially deep learning), an emerging societal issue …
[HTML][HTML] Unmasking deepfakes: A systematic review of deepfake detection and generation techniques using artificial intelligence
Due to the fast spread of data through digital media, individuals and societies must assess
the reliability of information. Deepfakes are not a novel idea but they are now a widespread …
the reliability of information. Deepfakes are not a novel idea but they are now a widespread …
Slim: Style-linguistics mismatch model for generalized audio deepfake detection
Audio deepfake detection (ADD) is crucial to combat the misuse of speech synthesized by
generative AI models. Existing ADD models suffer from generalization issues to unseen …
generative AI models. Existing ADD models suffer from generalization issues to unseen …
Abc-capsnet: Attention based cascaded capsule network for audio deepfake detection
In response to the escalating challenge of audio deepfake detection this study introduces
ABC-CapsNet (Attention-Based Cascaded Capsule Network) a novel architecture that …
ABC-CapsNet (Attention-Based Cascaded Capsule Network) a novel architecture that …
Deepfake: definitions, performance metrics and standards, datasets, and a meta-review
Recent advancements in AI, especially deep learning, have contributed to a significant
increase in the creation of new realistic-looking synthetic media (video, image, and audio) …
increase in the creation of new realistic-looking synthetic media (video, image, and audio) …
A systematic review of AI literacy scales
T Lintner - npj Science of Learning, 2024 - nature.com
With the opportunities and challenges stemming from the artificial intelligence developments
and its integration into society, AI literacy becomes a key concern. Utilizing quality AI literacy …
and its integration into society, AI literacy becomes a key concern. Utilizing quality AI literacy …
Fake artificial intelligence generated contents (faigc): A survey of theories, detection methods, and opportunities
In recent years, generative artificial intelligence models, represented by Large Language
Models (LLMs) and Diffusion Models (DMs), have revolutionized content production …
Models (LLMs) and Diffusion Models (DMs), have revolutionized content production …
As Good As A Coin Toss: Human detection of AI-generated images, videos, audio, and audiovisual stimuli
D Cooke, A Edwards, S Barkoff, K Kelly - arxiv preprint arxiv:2403.16760, 2024 - arxiv.org
As synthetic media becomes progressively more realistic and barriers to using it continue to
lower, the technology has been increasingly utilized for malicious purposes, from financial …
lower, the technology has been increasingly utilized for malicious purposes, from financial …
Clad: Robust audio deepfake detection against manipulation attacks with contrastive learning
The increasing prevalence of audio deepfakes poses significant security threats,
necessitating robust detection methods. While existing detection systems exhibit promise …
necessitating robust detection methods. While existing detection systems exhibit promise …
Blessing or curse? A survey on the Impact of Generative AI on Fake News
Fake news significantly influence our society. They impact consumers, voters, and many
other societal groups. While Fake News exist for a centuries, Generative AI brings fake news …
other societal groups. While Fake News exist for a centuries, Generative AI brings fake news …