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

Detection Defenses: An Empty Promise Against Adversarial Patch Attacks on Optical Flow WACV 2024

Initialization Matters for Adversarial Transfer Learning CVPR 2024

Learning To Generate Training Datasets for Robust Semantic Segmentation WACV 2024

Authorship Obfuscation in Multilingual Machine-Generated Text Detection EMNLP 2024

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

StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024

TaiChi: Improving the Robustness of NLP Models by Seeking Common Ground While Reserving Differences COLING 2024

CERT-ED: Certifiably Robust Text Classification for Edit Distance EMNLP 2024

Linguistic Rule Induction Improves Adversarial and OOD Robustness in Large Language Models COLING 2024

Enhance Robustness of Language Models against Variation Attack through Graph Integration COLING 2024

Unveiling Project-Specific Bias in Neural Code Models COLING 2024

Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024

Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models NIPS 2024

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

Few-Shot Adversarial Prompt Learning on Vision-Language Models NIPS 2024

DualPure: An Efficient Adversarial Purification Method for Speech Command Recognition INTERSPEECH 2024

Unveiling Vulnerability of Self-Attention COLING 2024

Robust Text Classification: Analyzing Prototype-Based Networks EMNLP 2024

If You Want to Be Robust, Be Wary of Initialization NIPS 2024

Structure-Preserving Physics-Informed Neural Networks with Energy or Lyapunov Structure IJCAI 2024

Verifiably Robust Conformal Prediction NIPS 2024

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

IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method EMNLP 2024

GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models NIPS 2024

A Random Projection Approach to Personalized Federated Learning: Enhancing Communication Efficiency, Robustness, and Fairness JMLR 2024