Search Results for author: Jesus Solano

Found 3 papers, 1 papers with code

Feature-Level Fusion of Super-App and Telecommunication Alternative Data Sources for Credit Card Fraud Detection

no code implementations5 Nov 2021 Jaime D. Acevedo-Viloria, Sebastián Soriano Pérez, Jesus Solano, David Zarruk-Valencia, Fernando G. Paulin, Alejandro Correa-Bahnsen

In this paper, we review the effectiveness of a feature-level fusion of super-app customer information, mobile phone line data, and traditional credit risk variables for the early detection of identity theft credit card fraud.

Fraud Detection

FooBaR: Fault Fooling Backdoor Attack on Neural Network Training

1 code implementation23 Sep 2021 Jakub Breier, Xiaolu Hou, Martín Ochoa, Jesus Solano

In particular, we discuss attacks against ReLU activation functions that make it possible to generate a family of malicious inputs, which are called fooling inputs, to be used at inference time to induce controlled misclassifications.

Backdoor Attack Image Classification

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