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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

Local Aggressive Adversarial Attacks on 3D Point Cloud ACML 2021
Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries AAAI 2021
Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021
A Unified Multi-Scenario Attacking Network for Visual Object Tracking AAAI 2021
Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations AAAI 2021
Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness NIPS 2021
Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning AAAI 2021
DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation AAAI 2021
Center Smoothing: Certified Robustness for Networks with Structured Outputs NIPS 2021
On Success and Simplicity: A Second Look at Transferable Targeted Attacks NIPS 2021
Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation With Manipulable Semantics CVPR 2021
Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification EMNLP 2021
Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup EMNLP 2021
Adversarial Turing Patterns from Cellular Automata AAAI 2021
Fair Classification with Adversarial Perturbations NIPS 2021
Learning Transferable Adversarial Perturbations NIPS 2021
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness NIPS 2021
SecDD: Efficient and Secure Method for Remotely Training Neural Networks (Student Abstract) AAAI 2021
Robust Deep Reinforcement Learning through Adversarial Loss NIPS 2021
FIMAP: Feature Importance by Minimal Adversarial Perturbation AAAI 2021
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation AAAI 2021
Tightening Robustness Verification of Convolutional Neural Networks with Fine-Grained Linear Approximation AAAI 2021
Adversarial Robustness Guarantees for Random Deep Neural Networks ICML 2021
Label-Only Membership Inference Attacks ICML 2021
Robust Value Iteration for Continuous Control Tasks RSS 2021