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Adversarial Learning

4,859 papers

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Papers

Neural Codec-based Adversarial Sample Detection for Speaker Verification INTERSPEECH 2024
Textual-Driven Adversarial Purification for Speaker Verification INTERSPEECH 2024
Boosting the Transferability of Adversarial Examples with Gradient-Aligned Ensemble Attack for Speaker Recognition INTERSPEECH 2024
A Joint Noise Disentanglement and Adversarial Training Framework for Robust Speaker Verification INTERSPEECH 2024
DualPure: An Efficient Adversarial Purification Method for Speech Command Recognition INTERSPEECH 2024
Adversarial Robustness Analysis in Automatic Pathological Speech Detection Approaches INTERSPEECH 2024
Speaker-Independent Acoustic-to-Articulatory Inversion through Multi-Channel Attention Discriminator INTERSPEECH 2024
Multi-modal Adversarial Training for Zero-Shot Voice Cloning INTERSPEECH 2024
USD-AC: Unsupervised Speech Disentanglement for Accent Conversion INTERSPEECH 2024
Asynchronous Voice Anonymization Using Adversarial Perturbation On Speaker Embedding INTERSPEECH 2024
Sample-efficient Adversarial Imitation Learning JMLR 2024
Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification JMLR 2024
Generative Adversarial Ranking Nets JMLR 2024
Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria JMLR 2024
On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training JMLR 2024
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024
Mixing classifiers to alleviate the accuracy-robustness trade-off L4DC 2024
Robust exploration with adversary via Langevin Monte Carlo L4DC 2024
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE NAACL 2024
Query-Efficient Textual Adversarial Example Generation for Black-Box Attacks NAACL 2024
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors NAACL 2024
VertAttack: Taking Advantage of Text Classifiers’ Horizontal Vision NAACL 2024
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning NAACL 2024
A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily NAACL 2024
ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger NAACL 2024