Adverserial papers and some ideas

2017

Arxiv

[arxiv 1707.05373] Houdini : Fooling Deep Structured Prediction Models [PDF] [notes]

Moustapha Cisse, Yossi Adi, Joseph Keshet

read 08/08/2017

[arxiv 1707.07397] Synthesizing Robust Adversarial Examples [PDF] [notes]

Anish Athalye, Ilya Sutskever

read 08/08/2017

ICML

[arxiv 1704.08847] Parseval Networks: Improving Robustness to Adversarial Examples [PDF] [notes]

Moustapha Cisse, Piotr Bojanowski, Edouard Grave, Yann Dauphin, Nicolas Usunier

read 07/08/2017

ICLR

[arxiv 1611.02770] Delving into transferable adverserial examples and black-box attacks [PDF] [notes]

Yanpei Liu, Xinyun Chen, Chang Liu, Dawn Song

read 06/08/2017

[arxiv 1607.02533] Adverserial examples in the physical world [PDF] [notes]

Alexey Kurakin, Ian Goodfellow, Samy Bengio

read 08/08/2017

2015

ICLR

[arxiv 1412.6572] Explaining and Harnessing Adversarial Examples [PDF] [notes]

Ian J. Goodfellow, Jonathon Shlens, Christian Szegedy

read 05/08/2017