A review of modern audio deepfake detection methods: challenges and future directions

Z Almutairi, H Elgibreen - Algorithms, 2022 - mdpi.com
A number of AI-generated tools are used today to clone human voices, leading to a new
technology known as Audio Deepfakes (ADs). Despite being introduced to enhance human …

Visual disinformation in a digital age: A literature synthesis and research agenda

T Weikmann, S Lecheler - New Media & Society, 2023 - journals.sagepub.com
While a fast-growing body of research is concerned with the detrimental consequences of
disinformation for democracy, the role of visuals in this context has so far only been …

The distinct wrong of deepfakes

A De Ruiter - Philosophy & Technology, 2021 - Springer
Deepfake technology presents significant ethical challenges. The ability to produce realistic
looking and sounding video or audio files of people doing or saying things they did not do or …

Deepfakes generation and detection: a short survey

Z Akhtar - Journal of Imaging, 2023 - mdpi.com
Advancements in deep learning techniques and the availability of free, large databases
have made it possible, even for non-technical people, to either manipulate or generate …

[PDF][PDF] The detection of political deepfakes

M Appel, F Prietzel - Journal of Computer-Mediated …, 2022 - academic.oup.com
Deepfake technology, allowing manipulations of audiovisual content by means of artificial
intelligence, is on the rise. This has sparked concerns about a weaponization of …

Who inadvertently shares deepfakes? Analyzing the role of political interest, cognitive ability, and social network size

S Ahmed - Telematics and Informatics, 2021 - Elsevier
The social and democratic implications of deepfakes (also deep fakes) technology are
widely debated in the United States and elsewhere. Yet, we know surprisingly little about …

Machine learning and the five big ideas in AI

D Touretzky, C Gardner-McCune… - International Journal of …, 2023 - Springer
This article provides an in-depth look at how K-12 students should be introduced to Machine
Learning and the knowledge and skills they will develop as a result. We begin with an …

[PDF][PDF] Testing human ability to detect 'deepfake'images of human faces

SD Bray, SD Johnson, B Kleinberg - Journal of Cybersecurity, 2023 - academic.oup.com
Abstract 'Deepfakes' are computationally created entities that falsely represent reality. They
can take image, video, and audio modalities, and pose a threat to many areas of systems …

Do deepfake videos undermine our epistemic trust? A thematic analysis of tweets that discuss deepfakes in the Russian invasion of Ukraine

J Twomey, D Ching, MP Aylett, M Quayle, C Linehan… - Plos one, 2023 - journals.plos.org
Deepfakes are a form of multi-modal media generated using deep-learning technology.
Many academics have expressed fears that deepfakes present a severe threat to the …

Fooled twice: People cannot detect deepfakes but think they can

NC Köbis, B Doležalová, I Soraperra - Iscience, 2021 - cell.com
Hyper-realistic manipulations of audio-visual content, ie, deepfakes, present new challenges
for establishing the veracity of online content. Research on the human impact of deepfakes …