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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 Adversarial Robustness of Demographic Fairness in Face Attribute Recognition IJCAI 2023
Are Synonym Substitution Attacks Really Synonym Substitution Attacks? ACL 2023
TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models ICCV 2023
Maestro: A Gamified Platform for Teaching AI Robustness AAAI 2023
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications ACL 2023
RobustEmbed: Robust Sentence Embeddings Using Self-Supervised Contrastive Pre-Training EMNLP 2023
Model-tuning Via Prompts Makes NLP Models Adversarially Robust EMNLP 2023
Defending Backdoor Attacks on Vision Transformer via Patch Processing AAAI 2023
Sample Attackability in Natural Language Adversarial Attacks ACL 2023
Towards More Robust Interpretation via Local Gradient Alignment AAAI 2023
How to Backdoor Diffusion Models? CVPR 2023
Adversarially Robust Distributed Count Tracking via Partial Differential Privacy NIPS 2023
FedCC: Federated Learning with Consensus Confirmation for Byzantine Attack Resistance (Student Abstract) AAAI 2022
Adversarial Learning from Crowds AAAI 2022
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds NIPS 2022
Robustness Certification of Visual Perception Models via Camera Motion Smoothing CORL 2022
Improving the Adversarial Robustness of NLP Models by Information Bottleneck ACL 2022
Why Do Artificially Generated Data Help Adversarial Robustness NIPS 2022
Adversarially Robust Stability Certificates can be Sample-Efficient L4DC 2022
Robust Learning against Relational Adversaries NIPS 2022
Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders NIPS 2022
Robust Optimal Classification Trees against Adversarial Examples AAAI 2022
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space IJCAI 2022
Robust Binary Models by Pruning Randomly-initialized Networks NIPS 2022
On Robust Multiclass Learnability NIPS 2022