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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Ensemble-Based Blackbox Attacks on Dense Prediction CVPR 2023
One-vs-the-Rest Loss to Focus on Important Samples in Adversarial Training ICML 2023
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks ICML 2023
T-SEA: Transfer-Based Self-Ensemble Attack on Object Detection CVPR 2023
Certified Robust Neural Networks: Generalization and Corruption Resistance ICML 2023
On the Functional Similarity of Robust and Non-Robust Neural Representations ICML 2023
Sequential Training of GANs Against GAN-Classifiers Reveals Correlated "Knowledge Gaps" Present Among Independently Trained GAN Instances CVPR 2023
Improving the Transferability of Adversarial Samples by Path-Augmented Method CVPR 2023
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers AAAI 2023
Balanced Energy Regularization Loss for Out-of-Distribution Detection CVPR 2023
CAP: Robust Point Cloud Classification via Semantic and Structural Modeling CVPR 2023
FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification ACL 2023
Reliable Robustness Evaluation via Automatically Constructed Attack Ensembles AAAI 2023
StyLess: Boosting the Transferability of Adversarial Examples CVPR 2023
Trade-Off Between Robustness and Accuracy of Vision Transformers CVPR 2023
Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks CVPR 2023
BiasAdv: Bias-Adversarial Augmentation for Model Debiasing CVPR 2023
Detecting Adversarial Samples through Sharpness of Loss Landscape ACL 2023
INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition ACL 2023
Transferable Adversarial Attacks on Vision Transformers With Token Gradient Regularization CVPR 2023
Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023
Adversarial Training for Low-Resource Disfluency Correction ACL 2023
Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense AAAI 2023
Architectural Backdoors in Neural Networks CVPR 2023
Impact of Adversarial Training on Robustness and Generalizability of Language Models ACL 2023