DOI: 10.56367/oag-052-12762 ISSN: 2516-3817
Detector: Building trustworthy AI for deepfake detection
Dimitrios Zarpalas, Antonia Koumpoti, Martina Franciosi, Luis UnzuetaDetector: Building trustworthy AI for deepfake detection
DETECTOR examines how Europe can develop high-risk AI for deepfake detection while safeguarding personal data and fundamental rights. Europe’s artificial intelligence (AI) debate is moving from rule-making to implementation, with no higher stakes than in criminal justice. Manipulated media may shape an investigation, while authentic material may be dismissed as fake. Law enforcement authorities (LEAs) and forensic institutes therefore need more than a binary ‘real or fake’ score: they need methods whose results can be understood, tested, and challenged.