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

Adversarial Attacks Against Automated Fact-Checking: A Survey EMNLP 2025

Certified Human Trajectory Prediction CVPR 2025

When Visual State Space Model Meets Backdoor Attacks WACV 2025

DiffPAD: Denoising Diffusion-Based Adversarial Patch Decontamination WACV 2025

TRNAS: A Training-Free Robust Neural Architecture Search ICCV 2025

Exploring Backdoor Vulnerabilities of Chat Models COLING 2025

COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks AAAI 2025

Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach ACL 2025

Towards Trustworthy Machine Learning Under Distribution Shifts AAAI 2025

SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers ICCV 2025

Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness AAAI 2025

Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement AAAI 2025

Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs COLING 2025

Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness NAACL 2025

Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression AAAI 2025

Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025

Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025

Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase Sampling WACV 2025

Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025

AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025

Random at GenAI Detection Task 3: A Hybrid Approach to Cross-Domain Detection of Machine-Generated Text with Adversarial Attack Mitigation COLING 2025

Atoxia: Red-teaming Large Language Models with Target Toxic Answers NAACL 2025

BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection COLING 2025

Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025

Everywhere Attack: Attacking Locally and Globally to Boost Targeted Transferability AAAI 2025