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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

On-Device Speaker Anonymization of Acoustic Embeddings for ASR based on Flexible Location Gradient Reversal Layer INTERSPEECH 2023
Local-Global Defense against Unsupervised Adversarial Attacks on Graphs AAAI 2023
Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023
Redactor: A Data-Centric and Individualized Defense against Inference Attacks AAAI 2023
GAN-Based Domain Inference Attack AAAI 2023
Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing AAAI 2023
SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack AAAI 2023
Reducing Sentiment Bias in Pre-trained Sentiment Classification via Adaptive Gumbel Attack AAAI 2023
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers AAAI 2023
On the Vulnerability of Backdoor Defenses for Federated Learning AAAI 2023
Certifying Fairness of Probabilistic Circuits AAAI 2023
Combining Adversaries with Anti-adversaries in Training AAAI 2023
Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor CVPR 2023
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing AAAI 2023
CoopInit: Initializing Generative Adversarial Networks via Cooperative Learning AAAI 2023
GANmouflage: 3D Object Nondetection With Texture Fields CVPR 2023
PosterLayout: A New Benchmark and Approach for Content-Aware Visual-Textual Presentation Layout CVPR 2023
AEC-GAN: Adversarial Error Correction GANs for Auto-Regressive Long Time-Series Generation AAAI 2023
Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime AAAI 2023
DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness AAAI 2023
Adversarial Textual Robustness on Visual Dialog ACL 2023
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores AAAI 2023
PGSS: Pitch-Guided Speech Separation AAAI 2023
Towards Fairness-aware Adversarial Network Pruning ICCV 2023
Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation AAAI 2023