Building Robust Predictive Systems for Tabular Data and Sequential Data

IS Doctoral Consortium 2023. 23 Nov 2023, Queensland University of Technology, Brisbane, PhD Year 2

Second-year progress talk on adversarial robustness for tabular and sequential data: what makes a good adversarial attack, how tabular data differs from images in dimensionality, heterogeneity and feature dependencies, and the challenges this creates for attacks and defences.