adversarial robustness

1335 papers

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Also known as

UAP PAR ADV AR

Co-occurring keywords

adversarial training (1261) adversarial attack (1599) neural network (6616) adversarial example (563) adversarial learning (1592) model robustness (478) adversarial defense (324) large language model (12755) certified robustness (116) adversarial perturbation (376)

Papers

On the Stability and Generalization of Meta-Learning NIPS 2024

Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets COLING 2024

Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM CVPR 2024

Towards Accurate and Robust Architectures via Neural Architecture Search CVPR 2024

Advancing the Robustness of Large Language Models through Self-Denoised Smoothing NAACL 2024

Benchmark Generation Framework With Customizable Distortions for Image Classifier Robustness WACV 2024

Representation-Based Robustness in Goal-Conditioned Reinforcement Learning AAAI 2024

Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes NIPS 2024

Reward Certification for Policy Smoothed Reinforcement Learning AAAI 2024

Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck AAAI 2024

Fostering Trustworthiness in Machine Learning Algorithms AAAI 2024

Assessing Neural Network Robustness via Adversarial Pivotal Tuning WACV 2024

CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification CVPR 2024

Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret AAAI 2024

Spectrum Extraction and Clipping for Implicitly Linear Layers AISTATS 2024

Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models NIPS 2024

Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024

SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models ACL 2024

Universal Robustness via Median Randomized Smoothing for Real-World Super-Resolution CVPR 2024

Initialization Matters for Adversarial Transfer Learning CVPR 2024

Deep anytime-valid hypothesis testing AISTATS 2024

Revisiting Adversarial Training at Scale CVPR 2024

AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer NIPS 2024

A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models ACL 2024

Preemptive Answer “Attacks” on Chain-of-Thought Reasoning ACL 2024