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

1 code implementation • 23 Nov 2022 • Mateus Karvat Camara, Adriana Postal, Tomas Henrique Maul, Gustavo Paetzold

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 viable for proper application in real-life settings due to data scarcity.

Deception Detection