Fetching the paper…
Reading the bibliography…
Most works on adversarial examples for deep-learning based image classifiers use noise that, while small, covers the entire image.
Deep inside convolutional networks: Visualising image classification models and saliency maps
Simonyan, Karen, Vedaldi, Andrea, and Zisserman, Andrew · 2013
Earlier work this paper cites.
Intriguing properties of neural networks
Szegedy, Christian, Zaremba, Wojciech, Sutskever, Ilya, Bruna, Joan, Erhan, Dumitru, Goodfellow, Ian, and Fergus, Rob · 2014
Earlier work this paper cites.
Explaining and harnessing adversarial examples
Goodfellow, Ian J., Shlens, Jonathon, and Szegedy, Christian · 2015
Earlier work this paper cites.
Universal adversarial perturbations
Moosavi-Dezfooli, Seyed-Mohsen, Fawzi, Alhussein, Fawzi, Omar, and Frossard, Pascal · 2016
Earlier work this paper cites.
The limitations of deep learning in adversarial settings
Papernot, Nicolas, McDaniel, Patrick, Jha, Somesh, Fredrikson, Matt, Celik, Z. Berkay, and Swami, Ananthram · 2016
Cited alongside, same era.
Accessorize to a crime: Real and stealthy attacks on state-of-the-art face recognition
Sharif, Mahmood, Bhagavatula, Sruti, Bauer, Lujo, and Reiter, Michael K · 2016
Cited alongside, same era.
Rethinking the inception architecture for computer vision
Szegedy, Christian, Vanhoucke, Vincent, Ioffe, Sergey, Shlens, Jon, and Wojna, Zbigniew · 2016
Cited alongside, same era.
Brown, Tom B, Mané, Dandelion, Roy, Aurko, Abadi, Martín, and Gilmer, Justin · 2017
Cited alongside, same era.
Houdini: Fooling deep structured visual and speech recognition models with adversarial examples
Cisse, Moustapha M, Adi, Yossi, Neverova, Natalia, and Keshet, Joseph · 2017
Later among the works it cites.
Robust physical-world attacks on machine learning models
Evtimov, Ivan, Eykholt, Kevin, Fernandes, Earlence, Kohno, Tadayoshi, Li, Bo, Prakash, Atul, Rahmati, Amir, and Song, Dawn · 2017
Later among the works it cites.
One pixel attack for fooling deep neural networks
Su, Jiawei, Vargas, Danilo Vasconcellos, and Sakurai, Kouichi · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…