20–24 Jun 2024
Dobřichovice
Europe/Prague timezone

Detection of Fraudulent Financial Transactions Using AI

21 Jun 2024, 16:55
15m
Dobřichovice

Dobřichovice

Pražská 375, 252 29, Dobřichovice

Speaker

Lydie Rosenkrancová (Department of Mathematics, FNSPE, Czech Technical University in Prague)

Description

Detecting fraudulent financial transactions is crucial for the financial industry, where traditional methods often fall short. This presentation introduces the complexities of fraud detection. We begin by addressing the challenges in fraud detection, followed by an overview of the dataset used for analysis. Finally, we compare the performance of three AI models - SVM, Random Forest and neural network. The results of these models are first analyzed separately and then compared with each other.

Author

Lydie Rosenkrancová (Department of Mathematics, FNSPE, Czech Technical University in Prague)

Presentation materials