Crafting imperceptible on-manifold adversarial attacks for tabular data

Published January 1, 2026

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Journal article

Journal: Applied Soft Computing

Publisher: Elsevier BV

ISSN: 15684946

Volume: 186

Pages: 114286

DOI 10.1016/j.asoc.2025.114286 Read more

Financial Support

KU Leuven — Grant: 3H200414 Read more

KU Leuven — Grant: C14/23/031 Read more

Queensland University of Technology Read more

United Nations Educational, Scientific and Cultural Organization Read more

Research Foundation Flanders — Grant: V440623N Read more

Research Foundation Flanders — Grant: G039923N Read more

Akhtar . Threat of adversarial attacks on deep learning in computer vision: a su... Read more

Chernikova . FENCE: feasible evasion attacks on neural networks in constrained e... Read more

Wang . TTVAE: transformer-based generative modeling for tabular data generation,... Read more

Harford . Generating adversarial samples on multivariate time series using varia... Read more

Fonseca . Tabular and latent space synthetic data generation: a literature revie... Read more

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