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adversarial perturbation

384 papers

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Co-occurring keywords

adversarial attack (1621) adversarial robustness (1341) adversarial example (564) neural network (6616) adversarial training (1262) deep neural network (1803) adversarial learning (1595) image classification (1944) black-box attack (237) diffusion model (3751)

Papers

Gradient-based Analysis of NLP Models is Manipulable EMNLP 2020
Efficient Adversarial Training With Transferable Adversarial Examples CVPR 2020
GreedyFool: Distortion-Aware Sparse Adversarial Attack NIPS 2020
Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations ICML 2020
Black-box Certification and Learning under Adversarial Perturbations ICML 2020
Towards Large Yet Imperceptible Adversarial Image Perturbations With Perceptual Color Distance CVPR 2020
Provably Robust Metric Learning NIPS 2020
Speaker Identification for Household Scenarios with Self-Attention and Adversarial Training INTERSPEECH 2020
Attack to Explain Deep Representation CVPR 2020
Inaudible Adversarial Perturbations for Targeted Attack in Speaker Recognition INTERSPEECH 2020
Estimating Principal Components under Adversarial Perturbations COLT 2020
SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations WACV 2020
Defending Against Universal Attacks Through Selective Feature Regeneration CVPR 2020
Targeted Adversarial Perturbations for Monocular Depth Prediction NIPS 2020
Adversarial Attacks on Probabilistic Autoregressive Forecasting Models ICML 2020
Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation AAAI 2020
ML-LOO: Detecting Adversarial Examples with Feature Attribution AAAI 2020
A principled approach for generating adversarial images under non-smooth dissimilarity metrics AISTATS 2020
The Nonstochastic Control Problem ALT 2020
On the Robustness of Data-Driven Controllers for Linear Systems L4DC 2020
A Little Fog for a Large Turn WACV 2020
Informative Dropout for Robust Representation Learning: A Shape-bias Perspective ICML 2020
Neural Network Control Policy Verification With Persistent Adversarial Perturbation ICML 2020
An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation AAAI 2020
Non-Stochastic Control with Bandit Feedback NIPS 2020