Metamorphic Detection of Adversarial Examples in Deep Learning Models with Affine Transformations

Author:

Mekala Rohan Reddy,Magnusson Gudjon Einar,Porter Adam,Lindvall Mikael,Diep Madeline

Publisher

IEEE

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. DecompoVision: Reliability Analysis of Machine Vision Components through Decomposition and Reuse;Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering;2023-11-30

2. A Review of Metamorphic Relation Representation Forms;2023 10th International Conference on Dependable Systems and Their Applications (DSA);2023-08-10

3. Metamorphic Testing-based Adversarial Attack to Fool Deepfake Detectors;2022 26th International Conference on Pattern Recognition (ICPR);2022-08-21

4. If a human can see it, so should your system;Proceedings of the 44th International Conference on Software Engineering;2022-05-21

5. Reliability of Convolutional Neural Networks: Failure Metrics with Metamorphic Test Cases;2021 IEEE 22nd International Conference on Information Reuse and Integration for Data Science (IRI);2021-08

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