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PhD Progress Presentation at IDLab, Ghent University
Published:
Topic: Adversarial Examples in Machine Learning
Presentation at PhD Summer School on Optimization in Image Analysis
Published:
Topic: Perturbation Analysis of Adversarial Attacks in the Spatial Domain
Presentation at International Computer Vision Summer School (ICVSS)
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Topic: Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation
Presentation at International Joint Conference on Neural Networks (IJCNN)
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Topic: Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding
Presentation at British Machine Vision Conference (BMVC)
Published:
Topic: Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks