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adversarial noise

36 papers

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Co-occurring keywords

adversarial robustness (1341) robust learning (120) online learning (1777) adversarial learning (1595) denoising model (10) adversarial defense (325) deep neural network (1803) regret bound (1926) adversarial attack (1621) sparse subspace clustering (15)

Papers

Towards Robust Defense against Customization via Protective Perturbation Resistant to Diffusion-based Purification ICCV 2025
IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation CVPR 2025
On the Vulnerability of Fairness Constrained Learning to Malicious Noise AISTATS 2024
CURATRON: Complete and Robust Preference Data for Rigorous Alignment of Large Language Models NAACL 2024
Adversarial Robust Safeguard for Evading Deep Facial Manipulation AAAI 2024
Knowledge Graph Error Detection with Contrastive Confidence Adaption AAAI 2024
Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise NIPS 2024
Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration ICML 2023
Semi-Verified PAC Learning from the Crowd AISTATS 2023
A Resilient Distributed Boosting Algorithm ICML 2022
Corruption-Robust Contextual Search through Density Updates COLT 2022
Modeling Adversarial Noise for Adversarial Training ICML 2022
On the power of adaptivity in statistical adversaries COLT 2022
Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack NIPS 2022
Towards Defending against Adversarial Examples via Attack-Invariant Features ICML 2021
On the Cryptographic Hardness of Learning Single Periodic Neurons NIPS 2021
Removing Adversarial Noise in Class Activation Feature Space ICCV 2021
Distributed Zero-Order Optimization under Adversarial Noise NIPS 2021
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise ICML 2021
Architectural Adversarial Robustness: The Case for Deep Pursuit CVPR 2021
Improving Unsupervised Image Clustering With Robust Learning CVPR 2021
Making Non-Stochastic Control (Almost) as Easy as Stochastic NIPS 2020
Distributionally Robust Local Non-parametric Conditional Estimation NIPS 2020
Interactive Learning of a Dynamic Structure ALT 2020
The Generalized Lasso with Nonlinear Observations and Generative Priors NIPS 2020