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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

Random Smooth-based Certified Defense against Text Adversarial Attack EACL 2024
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing AAAI 2024
Improving Adversarial Robustness via Feature Pattern Consistency Constraint IJCAI 2024
Adversarial Initialization with Universal Adversarial Perturbation: A New Approach to Fast Adversarial Training AAAI 2024
Initialization Matters for Adversarial Transfer Learning CVPR 2024
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NIPS 2024
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense NIPS 2024
DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models CVPR 2024
On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training JMLR 2024
On the Relationship between Skill Neurons and Robustness in Prompt Tuning COLING 2024
StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024
Authorship Obfuscation in Multilingual Machine-Generated Text Detection EMNLP 2024
CERT-ED: Certifiably Robust Text Classification for Edit Distance EMNLP 2024
On the Computability of Robust PAC Learning COLT 2024
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions NIPS 2024
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions COLING 2024
Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers EMNLP 2024
Robust Text Classification: Analyzing Prototype-Based Networks EMNLP 2024
ToxiCloakCN: Evaluating Robustness of Offensive Language Detection in Chinese with Cloaking Perturbations EMNLP 2024
AudioMarkBench: Benchmarking Robustness of Audio Watermarking NIPS 2024
The power of an adversary in Glauber dynamics COLT 2024
On the Stability and Generalization of Meta-Learning NIPS 2024
IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method EMNLP 2024
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing NAACL 2024
Mixing classifiers to alleviate the accuracy-robustness trade-off L4DC 2024