Hardening Deep Neural Networks via Adversarial Model Cascades

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Hardening Deep Neural Networks via Adversarial Model Cascades

2 February 2018

Deepak Vijaykeerthy

Ponnurangam Kumaraguru

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Papers citing "Hardening Deep Neural Networks via Adversarial Model Cascades"

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Title
How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature ReviewInternational Conference on Automated Software Engineering (ASE), 2021 Florian Tambon Gabriel Laberge Le An Amin Nikanjam Paulina Stevia Nouwou Mindom Y. Pequignot Foutse Khomh G. Antoniol E. Merlo François Laviolette 476 79 0 26 Jul 2021
AdvFoolGen: Creating Persistent Troubles for Deep Classifiers Yuzhen Ding Nupur Thakur Baoxin Li AAML 133 3 0 20 Jul 2020
Explaining Classifiers using Adversarial Perturbations on the Perceptual Ball Andrew Elliott Stephen Law Chris Russell AAML 201 4 0 19 Dec 2019
$n$ -ML: Mitigating Adversarial Examples via Ensembles of Topologically Manipulated Classifiers Mahmood Sharif Lujo Bauer Michael K. Reiter AAML 100 8 0 19 Dec 2019
Generative Adversarial Perturbations Omid Poursaeed Isay Katsman Bicheng Gao Serge J. Belongie AAML GAN WIGM 362 383 0 06 Dec 2017