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Adversarial Learning

1,292 papers

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Papers

Query Complexity of Adversarial Attacks ICML 2021
Adversarial Policy Learning in Two-player Competitive Games ICML 2021
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks ICML 2021
SPECTRE: defending against backdoor attacks using robust statistics ICML 2021
Globally-Robust Neural Networks ICML 2021
Elastic Graph Neural Networks ICML 2021
Learning to Generate Noise for Multi-Attack Robustness ICML 2021
Mixed Nash Equilibria in the Adversarial Examples Game ICML 2021
Training Adversarially Robust Sparse Networks via Bayesian Connectivity Sampling ICML 2021
Enhancing Robustness of Neural Networks through Fourier Stabilization ICML 2021
PopSkipJump: Decision-Based Attack for Probabilistic Classifiers ICML 2021
PAC-Learning for Strategic Classification ICML 2021
Model-Targeted Poisoning Attacks with Provable Convergence ICML 2021
Adversarial Purification with Score-based Generative Models ICML 2021
Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation ICML 2021
Feature Space Targeted Attacks by Statistic Alignment IJCAI 2021
Demiguise Attack: Crafting Invisible Semantic Adversarial Perturbations with Perceptual Similarity IJCAI 2021
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning IJCAI 2021
Recent Advances in Adversarial Training for Adversarial Robustness IJCAI 2021
Adversarial Examples in Physical World IJCAI 2021
Adversarial Voice Conversion Against Neural Spoofing Detectors INTERSPEECH 2021
Adversarially Learning Disentangled Speech Representations for Robust Multi-Factor Voice Conversion INTERSPEECH 2021
Glow-WaveGAN: Learning Speech Representations from GAN-Based Variational Auto-Encoder for High Fidelity Flow-Based Speech Synthesis INTERSPEECH 2021
Unified Source-Filter GAN: Unified Source-Filter Network Based On Factorization of Quasi-Periodic Parallel WaveGAN INTERSPEECH 2021
GANSpeech: Adversarial Training for High-Fidelity Multi-Speaker Speech Synthesis INTERSPEECH 2021