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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

Adversarial Robustness Across Representation Spaces CVPR 2021
Explaining Classifiers Using Adversarial Perturbations on the Perceptual Ball CVPR 2021
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception NIPS 2021
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing EMNLP 2021
Class-Aware Robust Adversarial Training for Object Detection CVPR 2021
Demiguise Attack: Crafting Invisible Semantic Adversarial Perturbations with Perceptual Similarity IJCAI 2021
Learning to Generate Noise for Multi-Attack Robustness ICML 2021
Anonymizing Egocentric Videos ICCV 2021
Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation ICCV 2021
Understanding Robustness of Transformers for Image Classification ICCV 2021
Appending Adversarial Frames for Universal Video Attack WACV 2021
Rethinking Perturbations in Encoder-Decoders for Fast Training NAACL 2021
Measuring Robustness in Deep Learning Based Compressive Sensing ICML 2021
DANCE: Enhancing saliency maps using decoys ICML 2021
Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons ICML 2021
Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation ICML 2021
TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning ICCV 2021
Improper Learning for Non-Stochastic Control COLT 2020
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator AAAI 2020
Probabilistic Safety for Bayesian Neural Networks UAI 2020
Robust Superpixel-Guided Attentional Adversarial Attack CVPR 2020
Most ReLU Networks Suffer from $\ell^2$ Adversarial Perturbations NIPS 2020
The Pitfalls of Simplicity Bias in Neural Networks NIPS 2020
Biologically Inspired Mechanisms for Adversarial Robustness NIPS 2020
Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning AAAI 2020