Utilizing Network Features to Detect Erroneous Inputs

Author:

Gorbett Matt1,Blanchard Nathaniel1

Affiliation:

1. Colorado State University

Publisher

IEEE

Reference48 articles.

1. The limitations of deep learning in adversarial settings;papernot;2016 IEEE European Symposium on Security and Privacy (EuroS&P),2015

2. Towards robust detection of adversarial examples;pang;Advances in neural information processing systems,2018

3. On detecting adversarial perturbations;metzen;International Conference on Learning Representations (ICLR),2017

4. The curse of concentration in robust learning:Evasion and poisoning attacks from concentration of measure;mahloujifar;Proceedings of the AAAI Conference on Artificial Intelligence,2018

5. Towards deep learning models resistant to adversarial attacks;madry;2018 International Conference on Learning Representations,2018

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2. Hamming Similarity and Graph Laplacians for Class Partitioning and Adversarial Image Detection;2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW);2023-06

3. Dual Graphs of Polyhedral Decompositions for the Detection of Adversarial Attacks;2022 IEEE International Conference on Big Data (Big Data);2022-12-17

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