Can lies be faked? Comparing low-stakes and high-stakes deception video datasets from a Machine Learning perspective

Mateus Karvat Camara, Adriana Postal, Tomas Henrique Maul +1

Despite the great impact of lies in human societies and a meager 54% human accuracy for Deception Detection (DD), Machine Learning systems that perform automated DD are still not v…