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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

Self-Progressing Robust Training AAAI 2021
Fast Training of Provably Robust Neural Networks by SingleProp AAAI 2021
Adversarial Robustness through Disentangled Representations AAAI 2021
Adversarially Robust Imitation Learning CORL 2021
Exploring Adversarial Robustness of Multi-sensor Perception Systems in Self Driving CORL 2021
NEU: A Meta-Algorithm for Universal UAP-Invariant Feature Representation JMLR 2021
Simpler Certified Radius Maximization by Propagating Covariances CVPR 2021
Adversarial Imaging Pipelines CVPR 2021
PointGuard: Provably Robust 3D Point Cloud Classification CVPR 2021
DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021
Capsule Network Is Not More Robust Than Convolutional Network CVPR 2021
StyleMix: Separating Content and Style for Enhanced Data Augmentation CVPR 2021
Robust Transfer Learning with Pretrained Language Models through Adapters IJCNLP 2021
Robustness via Cross-Domain Ensembles ICCV 2021
Towards Understanding the Generative Capability of Adversarially Robust Classifiers ICCV 2021
HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training With Crafted Input Noise ICCV 2021
Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective ICCV 2021
Black-Box Detection of Backdoor Attacks With Limited Information and Data ICCV 2021
Sequential Randomized Smoothing for Adversarially Robust Speech Recognition EMNLP 2021
Evaluating the Robustness of Neural Language Models to Input Perturbations EMNLP 2021
Adversarial Robustness with Semi-Infinite Constrained Learning NIPS 2021
Exponential Separation between Two Learning Models and Adversarial Robustness NIPS 2021
A Mutual Information Regularization for Adversarial Training ACML 2021
Do Input Gradients Highlight Discriminative Features? NIPS 2021
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics NIPS 2021