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

Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting AAAI 2023

Robust Single Image Reflection Removal Against Adversarial Attacks CVPR 2023

TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization CVPR 2023

Ensemble-Based Blackbox Attacks on Dense Prediction CVPR 2023

Breaking a Classical Barrier for Classifying Arbitrary Test Examples in the Quantum Model AISTATS 2023

Among Us: Adversarially Robust Collaborative Perception by Consensus ICCV 2023

Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation ICCV 2023

Quantization-Aware Interval Bound Propagation for Training Certifiably Robust Quantized Neural Networks AAAI 2023

Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation EMNLP 2023

Robust and Actively Secure Serverless Collaborative Learning NIPS 2023

An Analysis of Robustness of Non-Lipschitz Networks JMLR 2023

InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning EMNLP 2023

On the Vulnerability of Backdoor Defenses for Federated Learning AAAI 2023

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models NIPS 2023

RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training EMNLP 2023

Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness AISTATS 2023

Robust Load Balancing with Machine Learned Advice JMLR 2023

Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning (Student Abstract) AAAI 2023

On Evaluating Adversarial Robustness of Large Vision-Language Models NIPS 2023

Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions EMNLP 2023

Adjustable Robust Reinforcement Learning for Online 3D Bin Packing NIPS 2023

Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness AAAI 2023

Corruption-Robust Offline Reinforcement Learning with General Function Approximation NIPS 2023

Reliable Robustness Evaluation via Automatically Constructed Attack Ensembles AAAI 2023

Generalization Bounds for Adversarial Metric Learning IJCAI 2023