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Adversarial Learning

1235 directly classified papers

Papers per year

Papers

Taxonomy Driven Fast Adversarial Training AAAI 2024
NeRFail: Neural Radiance Fields-Based Multiview Adversarial Attack AAAI 2024
Chronic Poisoning: Backdoor Attack against Split Learning AAAI 2024
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 2024
On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training JMLR 2024
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping AAAI 2024
AGS: Affordable and Generalizable Substitute Training for Transferable Adversarial Attack AAAI 2024
Curvature-Invariant Adversarial Attacks for 3D Point Clouds AAAI 2024
Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms AAAI 2024
BadRL: Sparse Targeted Backdoor Attack against Reinforcement Learning AAAI 2024
Attacking Transformers with Feature Diversity Adversarial Perturbation AAAI 2024
Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks AISTATS 2024
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem AISTATS 2024
Spectrum Extraction and Clipping for Implicitly Linear Layers AISTATS 2024
Optimal Zero-Shot Detector for Multi-Armed Attacks AISTATS 2024
On the Convergence of an Adaptive Momentum Method for Adversarial Attacks AAAI 2024
COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks AAAI 2024
Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability AISTATS 2024
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing AAAI 2024
Ranking Manipulation for Conversational Search Engines EMNLP 2024
Neural Codec-based Adversarial Sample Detection for Speaker Verification INTERSPEECH 2024
Lyapunov-Stable Deep Equilibrium Models AAAI 2024
Optimal Attack and Defense for Reinforcement Learning AAAI 2024
Temporal-Distributed Backdoor Attack against Video Based Action Recognition AAAI 2024
SEER: Backdoor Detection for Vision-Language Models through Searching Target Text and Image Trigger Jointly AAAI 2024