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

Rethinking the Adversarial Robustness of Multi-Exit Neural Networks in an Attack-Defense Game CVPR 2025

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

A²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion AAAI 2025

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

Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study AAAI 2025

ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks CVPR 2025

Precision vs. Perturbation: Robustness Analysis of Synonym Attacks in Ukrainian NLP ACL 2025

Scaling and Taming Adversarial Training with Synthetic Data ICCV 2025

Training Verification-Friendly Neural Networks via Neuron Behavior Consistency AAAI 2025

TempParaphraser: “Heating Up” Text to Evade AI-Text Detection through Paraphrasing EMNLP 2025

Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems ACL 2025

Vision Transformers Beat WideResNets on Small Scale Datasets Adversarial Robustness AAAI 2025

Efficient Robustness Evaluation via Constraint Relaxation AAAI 2025

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

DAMAGE: Detecting Adversarially Modified AI Generated Text COLING 2025

Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 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

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

Towards Adversarially Robust Dataset Distillation by Curvature Regularization AAAI 2025

Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution AAAI 2025

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

Model Unlearning via Sparse Autoencoder Subspace Guided Projections EMNLP 2025

Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement AAAI 2025

SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection EMNLP 2025

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