Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines.
Camilo FoscoEmilie JosephsAlex AndonianAllen LeeXi WangAude OlivaPublished in: CoRR (2022)
Keyphrases
- detection method
- machine vision systems
- automatic detection
- high quality
- detection scheme
- detection algorithm
- false positives
- human intelligence
- detection accuracy
- false alarms
- detection rate
- anomaly detection
- image processing
- real world
- neural network
- real time
- object detection
- input image
- human behavior
- special case
- computer vision
- human cognition
- automated detection
- intelligent machines