Aug 7, 2020 · Abstract page for arXiv paper 2008.04094: Adversarial Examples on Object Recognition: A Comprehensive Survey.
We start by introducing the hypotheses behind their existence, the methods used to construct or protect against them, and the capacity to transfer adversarial ...
The goal of this paper is to provide a comprehensive survey of this research field. We character- ize the phenomenon of adversarial examples from its inception ...
This comprehensive and specialized survey on the security and privacy preservation of GANs and VAEs focuses on the inner connection between attacks and ...
The goal of this article is to provide a comprehensive survey of this research field. We character- ize the phenomenon of adversarial examples from its ...
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Request PDF | Adversarial Examples on Object Recognition: A Comprehensive Survey | Deep neural networks are at the forefront of machine learning research.
Jan 28, 2023 · In this survey, we review the existing adversarial example attacks in object detection tasks and inductively discuss the similarity and ...
Oct 22, 2024 · ... In this work, we provide a comprehensive survey and evaluation on adversarial attacks for object detection. There are numerous works ...
An in-depth understanding of adversarial attack can help the model defend successfully. In this survey, an introduction of adversarial attack and defense aiming ...
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Aug 4, 2024 · This paper offers a comprehensive taxonomy of adversarial attacks specific to object detection, reviews existing adversarial robustness ...