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Adversarial Learning

4854 directly classified papers

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Papers

Generative Adversarial Symmetry Discovery ICML 2023
Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems ICML 2023
Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning ICML 2023
Taxonomy-Structured Domain Adaptation ICML 2023
Attention-Enhancing Backdoor Attacks Against BERT-based Models EMNLP 2023
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search EMNLP 2023
PAC-Bayesian Generalization Bounds for Adversarial Generative Models ICML 2023
Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations ICML 2023
Adversarial Parameter Attack on Deep Neural Networks ICML 2023
Understanding Backdoor Attacks through the Adaptability Hypothesis ICML 2023
Better Diffusion Models Further Improve Adversarial Training ICML 2023
A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification ICML 2023
Raising the Cost of Malicious AI-Powered Image Editing ICML 2023
Understanding and Defending Patched-based Adversarial Attacks for Vision Transformer ICML 2023
On the Functional Similarity of Robust and Non-Robust Neural Representations ICML 2023
Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition INTERSPEECH 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems EMNLP 2023
Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers EMNLP 2023
Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness AISTATS 2023
Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack NIPS 2023
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization NIPS 2023
MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition ACL 2023
Panoptic-Aware Image-to-Image Translation WACV 2023
Layerwise universal adversarial attack on NLP models ACL 2023
Impact of Adversarial Training on Robustness and Generalizability of Language Models ACL 2023