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Adversarial Learning

2063 directly classified papers

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Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy INTERSPEECH 2022
Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings INTERSPEECH 2022
Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples NIPS 2022
Diversified Adversarial Attacks based on Conjugate Gradient Method ICML 2022
DelightfulTTS 2: End-to-End Speech Synthesis with Adversarial Vector-Quantized Auto-Encoders INTERSPEECH 2022
RefineGAN: Universally Generating Waveform Better than Ground Truth with Highly Accurate Pitch and Intensity Responses INTERSPEECH 2022
Toward Robust Spiking Neural Network Against Adversarial Perturbation NIPS 2022
Removing Batch Normalization Boosts Adversarial Training ICML 2022
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis INTERSPEECH 2022
Detecting Adversarial Examples Is (Nearly) As Hard As Classifying Them ICML 2022
Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal NIPS 2022
Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks ICML 2022
Towards Cross-speaker Reading Style Transfer on Audiobook Dataset INTERSPEECH 2022
Demystifying the Adversarial Robustness of Random Transformation Defenses ICML 2022
Stability Analysis and Generalization Bounds of Adversarial Training NIPS 2022
A Closer Look at Smoothness in Domain Adversarial Training ICML 2022
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022
Diffusion Models for Adversarial Purification ICML 2022
On the Generalization Analysis of Adversarial Learning ICML 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022
Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks ICML 2022
Double Sampling Randomized Smoothing ICML 2022
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch NIPS 2022
Certified Adversarial Robustness Under the Bounded Support Set ICML 2022
Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022