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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

FLOAT: Fast Learnable Once-for-All Adversarial Training for Tunable Trade-Off Between Accuracy and Robustness WACV 2023
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis AAAI 2023
MORGAN: Meta-Learning-Based Few-Shot Open-Set Recognition via Generative Adversarial Network WACV 2023
CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models AAAI 2023
Improving Robust Fariness via Balance Adversarial Training AAAI 2023
GAN-Based Domain Inference Attack AAAI 2023
Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023
Advances in AI for Safety, Equity, and Well-Being on Web and Social Media: Detection, Robustness, Attribution, and Mitigation AAAI 2023
Reducing Sentiment Bias in Pre-trained Sentiment Classification via Adaptive Gumbel Attack AAAI 2023
Redactor: A Data-Centric and Individualized Defense against Inference Attacks AAAI 2023
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing AAAI 2023
Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime AAAI 2023
SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack AAAI 2023
Certifying Fairness of Probabilistic Circuits AAAI 2023
PGSS: Pitch-Guided Speech Separation AAAI 2023
Combining Adversaries with Anti-adversaries in Training AAAI 2023
CoopInit: Initializing Generative Adversarial Networks via Cooperative Learning AAAI 2023
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers AAAI 2023
Adversarial Training for Low-Resource Disfluency Correction ACL 2023
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores AAAI 2023
On the Vulnerability of Backdoor Defenses for Federated Learning AAAI 2023
Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor CVPR 2023
PosterLayout: A New Benchmark and Approach for Content-Aware Visual-Textual Presentation Layout CVPR 2023
GANmouflage: 3D Object Nondetection With Texture Fields CVPR 2023
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract) IJCAI 2023