Adversarial

• Explaining and Harnessing Adversarial Examples (2014. 12)

  • FGSM (Fast Gradient Sign Method), Adversarial Training

  • arXiv

• The Limitations of Deep Learning in Adversarial Settings (2015. 11)

  • JSMA (Jacobian-based Saliency Map Approach), Adversarial Training

  • arXiv

• Understanding Adversarial Training: Increasing Local Stability of Neural Nets through Robust Optimization (2015. 11)

  • Adversarial Training (generated adversarial examples), Proactive Defense

  • arXiv

• Practical Black-Box Attacks against Machine Learning (2016. 2)

  • Black-Box (No Access to Gradient), Generate Synthetic

  • arXiv

• Adversarial Patch (2017. 12)

  • Patch, White Box, Black Box

  • arXiv, the_morning_paper