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adversarial robustness

1335 papers

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Also known as

UAP PAR ADV AR

Co-occurring keywords

adversarial training (1261) adversarial attack (1599) neural network (6616) adversarial example (563) adversarial learning (1592) model robustness (478) adversarial defense (324) large language model (12755) certified robustness (116) adversarial perturbation (376)

Papers

Feature Quantization for Defending Against Distortion of Images CVPR 2018
Byzantine Stochastic Gradient Descent NIPS 2018
A Simple Cache Model for Image Recognition NIPS 2018
Robust Classification With Convolutional Prototype Learning CVPR 2018
A Spectral View of Adversarially Robust Features NIPS 2018
Efficient Formal Safety Analysis of Neural Networks NIPS 2018
Adversarial Examples that Fool both Computer Vision and Time-Limited Humans NIPS 2018
Defense Against Universal Adversarial Perturbations CVPR 2018
Robustness of classifiers to uniform $\ell_p$ and Gaussian noise AISTATS 2018
Differentiable Abstract Interpretation for Provably Robust Neural Networks ICML 2018
Fast and Effective Robustness Certification NIPS 2018
Lipschitz regularity of deep neural networks: analysis and efficient estimation NIPS 2018
Efficient Neural Network Robustness Certification with General Activation Functions NIPS 2018
Sparse DNNs with Improved Adversarial Robustness NIPS 2018
Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks NIPS 2018
On the Robustness of Semantic Segmentation Models to Adversarial Attacks CVPR 2018
Large Margin Deep Networks for Classification NIPS 2018
Depth-Limited Solving for Imperfect-Information Games NIPS 2018
Towards Fast Computation of Certified Robustness for ReLU Networks ICML 2018
Efficient and Robust Question Answering from Minimal Context over Documents ACL 2018
Adversarially Robust Optimization with Gaussian Processes NIPS 2018
Scaling provable adversarial defenses NIPS 2018
Wasserstein Introspective Neural Networks CVPR 2018
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation NIPS 2017
A Closer Look at Memorization in Deep Networks ICML 2017