Asaf Shabtai

The Translucent Patch: A Physical and Universal Attack on Object Detectors

2021

Physical adversarial attacks against object detectors have seen increasing success in recent years. However, these attacks require direct access to the object of interest in order to apply a physical patch. Furthermore, to hide multiple …

Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants

2021

Adversarial examples are known to mislead deep learning models so that the models will classify them incorrectly, even in domains where such models have achieved state-of-the-art performance. Until recently, research on both adversarial attack and …