A Machine Learning Based Approach for Deepfake Detection in Social Media Through Key Video Frame Extraction
Alakananda Mitra, Saraju P. Mohanty, Peter Corcoran, Elias Kougianos
Topics & Concepts
Computer scienceArtificial intelligenceConvolutional neural networkClassifier (UML)Key frameSocial mediaKey (lock)Machine learningFeature extractionDeep learningFrame (networking)Pattern recognition (psychology)Computer visionComputer securityWorld Wide WebTelecommunicationsDigital Media Forensic DetectionGenerative Adversarial Networks and Image SynthesisAdvanced Steganography and Watermarking Techniques