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adversarial robustness

1,552 papers

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ADV AR

Co-occurring keywords · papers mentioning both

adversarial training (292) adversarial attack (262) neural network (146) adversarial example (121) adversarial learning (80) certified robustness (73) large language model (68) model robustness (66) adversarial defense (65) adversarial perturbation (65)

Papers

Assessing Neural Network Robustness via Adversarial Pivotal Tuning WACV 2024 Attack-Resilient Image Watermarking Using Stable Diffusion NeurIPS 2024 AudioMarkBench: Benchmarking Robustness of Audio Watermarking NeurIPS 2024 Authorship Obfuscation in Multilingual Machine-Generated Text Detection EMNLP 2024 AutoLoRa: An Automated Robust Fine-Tuning Framework ICLR 2024 Benchmark Generation Framework With Customizable Distortions for Image Classifier Robustness WACV 2024 Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective AISTATS 2024 Boosting Adversarial Training via Fisher-Rao Norm-based Regularization CVPR 2024 Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective ICLR 2024 Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks ICLR 2024 Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization COLT 2024 Can Implicit Bias Imply Adversarial Robustness? ICML 2024 Cauchy-Schwarz Divergence Information Bottleneck for Regression ICLR 2024 Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces AAAI 2024 CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense NeurIPS 2024 CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification CVPR 2024 CERT-ED: Certifiably Robust Text Classification for Edit Distance EMNLP 2024 Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks ICLR 2024 Characterizing Data Point Vulnerability as Average-Case Robustness UAI 2024 Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024 Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret AAAI 2024 COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits ICLR 2024 Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks AAAI 2024 Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data NeurIPS 2024 Convex neural network synthesis for robustness in the 1-norm L4DC 2024