Adversarial Attacks on Visual Objects Using the Fast Gradient Sign Method

MobileNetV2: Inverted Residuals and Linear Bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu et al. · 2018 · 25.4K citations

Computing, Computer Science, Computer Vision +11

DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks

Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard · 2016 · 5.3K citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Practical Black-Box Attacks against Machine Learning

Nicolas Papernot, Patrick McDaniel, Ian Goodfellow et al. · 2017 · 3.5K citations

Computing, Computer Science, Cybersecurity +10

Adversarial Examples: Attacks and Defenses for Deep Learning

Xiaoyong Yuan, Pan He, Qile Zhu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 1.7K citations

Computing, Computer Science, Computer Security +8

One Pixel Attack for Fooling Deep Neural Networks

IEEE Transactions on Evolutionary Computation · 2019 · 1.7K citations · Full text

Computing, Computer Engineering, Computer Science +11