conftrace_

adversarial defense

325 papers

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Co-occurring keywords

adversarial attack (1621) adversarial robustness (1341) backdoor attack (385) adversarial training (1262) large language model (13587) adversarial learning (1595) text classification (6793) model robustness (480) adversarial example (564) neural network (6616)

Papers

Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks NIPS 2022
When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture NIPS 2022
Learning to Generate Inversion-Resistant Model Explanations NIPS 2022
Provable Defense against Backdoor Policies in Reinforcement Learning NIPS 2022
Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks NIPS 2022
Improving Robustness Against Stealthy Weight Bit-Flip Attacks by Output Code Matching CVPR 2022
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP EMNLP 2022
Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks NAACL 2022
Pairing Weak with Strong: Twin Models for Defending Against Adversarial Attack on Speaker Verification INTERSPEECH 2021
Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning IJCAI 2021
Voting for the Right Answer: Adversarial Defense for Speaker Verification INTERSPEECH 2021
Adversarial Attacks Are Reversible With Natural Supervision ICCV 2021
Adversarial Robustness through Disentangled Representations AAAI 2021
Simple and Effective Stochastic Neural Networks AAAI 2021
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization ICML 2021
Initiative Defense against Facial Manipulation AAAI 2021
DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for Deep Neural Networks CVPR 2021
Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution Network CVPR 2021
Improving Gradient Regularization using Complex-Valued Neural Networks ICML 2021
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble IJCNLP 2021
Adversarial Purification with Score-based Generative Models ICML 2021
Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks AAAI 2021
Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property Theft AAAI 2021
Backdoor Attacks Against Deep Learning Systems in the Physical World CVPR 2021
How Robust Are Randomized Smoothing Based Defenses to Data Poisoning? CVPR 2021