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Examination of a Deepfake Detection Algorithm

Presentation
This presentation by Catherine Bernaciak was delivered virtually at Deepfakes Day 2022 on August 30, 2022.
Publisher

Software Engineering Institute

Topic or Tag

Abstract

We will present a walkthrough of running the winning algorithm of Kaggle’s Deepfake Detection Challenge. Steps include codebase acquisition, data preprocessing, training, and inference.

Catherine Bernaciak is a Machine Learning Research Scientist in the CERT Division of the Software Engineering Institute.