CrossDF: improving cross-domain deepfake detection with deep information decomposition
Deepfake technology represents a serious risk to safety and public confidence. While current detection approaches perform well in identifying manipulations within datasets that utilize identical deepfake methods for both training and validation, they ...
Shanmin Yang +7 more
doaj +1 more source
Playing in the Dark: Invisible Chess as a Laboratory for Strategic AI
This paper shows that strategic AI evaluated on perfect‐information benchmarks can be brittle in real adversarial settings. By using invisible chess as a benchmark for hidden state and deception, it argues for stricter testing, human oversight, and more cautious governance of high‐stakes AI systems.
Paolo Ciancarini
wiley +1 more source
“Young Scholar[s] on the Beat”: Multimodal Composition as a Form of Critical AI Literacy Pedagogy
ABSTRACT “AI literacy” includes both technical competencies and critical engagement with social and ethical dimensions of AI, but literacy approaches are underrepresented in how we conceptualize and teach its core components. In this paper, we focus on youth multimodal composition as a form of AI literacy pedagogy, analyzing the video products and ...
Sarah K. Burriss +5 more
wiley +1 more source
Privacy as a Defense Against Premature Representation
Journal of Social Philosophy, EarlyView.
Jordan Wallace‐Wolf
wiley +1 more source
Regulating Reality: Exploring Synthetic Media Through Multistakeholder AI Governance
ABSTRACT Artificial intelligence's integration into daily life has brought with it a reckoning on the role such technology plays in society and the varied stakeholders who should shape its governance. This is particularly relevant for AI‐generated, or synthetic, media, an emergent visual technology impacting perceptions of media as records of reality ...
Claire R. Leibowicz
wiley +1 more source
Digital Futures Between Participatory Digital Democracy and Participatory Digital Fascism
ABSTRACT This paper explores one of the defining political questions of the twenty‐first century: will digital technologies strengthen democracy or accelerate new forms of authoritarianism and fascism? Against the backdrop of platform capitalism, AI‐driven communication, surveillance infrastructures, disinformation and democratic crisis, the study asks
Christian Fuchs +2 more
wiley +1 more source
Design and development of an efficient RLNet prediction model for deepfake video detection
IntroductionThe widespread emergence of deepfake videos presents substantial challenges to the security and authenticity of digital content, necessitating robust detection methods.
Varad Bhandarkawthekar +3 more
doaj +1 more source
Trust in the Machine? Practitioner Perspectives on the Role of AI in Online Content Moderation
ABSTRACT The scale and volume of user‐generated content produced in the Web 2.0 era have led to content moderation becoming an essential aspect of most online platforms' business models. This form of digital labour is often performed by human content moderators (CMs) in the Global South, however, artificial intelligence (AI) technology has increasingly
Elena Martellozzo +4 more
wiley +1 more source
GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection
Facial forgery by deepfakes has raised severe societal concerns. Several solutions have been proposed by the vision community to effectively combat the misinformation on the internet via automated deepfake detection systems.
Rattani, Ajita, Nadimpalli, Aakash Varma
core
Targeted Augmented Data for Audio Deepfake Detection [PDF]
peer reviewedThe availability of highly convincing audio deepfake generators highlights the need for designing robust audio deepfake detectors. Existing works often rely solely on real and fake data available in the training set, which may lead to ...
ASTRID, Marcella +2 more
core +1 more source

