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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats NIPS 2024
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections NIPS 2024
Generating Universal Adversarial Perturbations for Quantum Classifiers AAAI 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NIPS 2024
Decoupled Kullback-Leibler Divergence Loss NIPS 2024
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NIPS 2024
Boosting the Transferability of Adversarial Examples with Gradient-Aligned Ensemble Attack for Speaker Recognition INTERSPEECH 2024
Breaking Semantic Artifacts for Generalized AI-generated Image Detection NIPS 2024
A Joint Noise Disentanglement and Adversarial Training Framework for Robust Speaker Verification INTERSPEECH 2024
Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks AAAI 2024
Wide Two-Layer Networks can Learn from Adversarial Perturbations NIPS 2024
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NIPS 2024
Constrained Diffusion Models via Dual Training NIPS 2024
High-dimensional (Group) Adversarial Training in Linear Regression NIPS 2024
Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning NIPS 2024
Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning AAAI 2024
Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning NIPS 2024
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness NIPS 2024
FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization AAAI 2024
Few-Shot Adversarial Prompt Learning on Vision-Language Models NIPS 2024
AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer NIPS 2024
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding ACL 2024
Are AI-Generated Text Detectors Robust to Adversarial Perturbations? ACL 2024
Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024