{"total":26,"rows":[{"id":"2103.01946","title":"Fixing Data Augmentation to Improve Adversarial Robustness","created":"2021-03-02","cited_by_count":204,"area":null},{"id":"2111.05328","title":"Data Augmentation Can Improve Robustness","created":"2021-11-09","cited_by_count":194,"area":null},{"id":"2104.04448","title":"Relating Adversarially Robust Generalization to Flat Minima","created":"2021-04-09","cited_by_count":57,"area":null},{"id":"2106.14568","title":"Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity","created":"2021-06-28","cited_by_count":44,"area":null},{"id":"2106.06235","title":"Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks","created":"2021-06-11","cited_by_count":24,"area":null},{"id":"2102.04661","title":"Security and Privacy for Artificial Intelligence: Opportunities and Challenges","created":"2021-02-09","cited_by_count":16,"area":null},{"id":"2406.19230","title":"Spiking Convolutional Neural Networks for Text Classification","created":"2024-06-27","cited_by_count":10,"area":null},{"id":"2109.02533","title":"Neural Ensemble Search via Bayesian Sampling","created":"2021-09-06","cited_by_count":7,"area":null},{"id":"2303.03374","title":"To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning","created":"2023-03-06","cited_by_count":6,"area":null},{"id":"2109.05223","title":"2-in-1 Accelerator: Enabling Random Precision Switch for Winning Both Adversarial Robustness and Efficiency","created":"2021-09-11","cited_by_count":5,"area":null},{"id":"2206.00794","title":"Sequential Bayesian Neural Subnetwork Ensembles","created":"2022-06-01","cited_by_count":5,"area":null},{"id":"2208.08697","title":"Resisting Adversarial Attacks in Deep Neural Networks using Diverse Decision Boundaries","created":"2022-08-18","cited_by_count":4,"area":null},{"id":"2109.02345","title":"Tensor Normalization and Full Distribution Training","created":"2021-09-06","cited_by_count":3,"area":null},{"id":"2106.02867","title":"Ensemble Defense with Data Diversity: Weak Correlation Implies Strong Robustness","created":"2021-06-05","cited_by_count":2,"area":null},{"id":"2112.03615","title":"Saliency Diversified Deep Ensemble for Robustness to Adversaries","created":"2021-12-07","cited_by_count":2,"area":null},{"id":"2202.02595","title":"Memory Defense: More Robust Classification via a Memory-Masking Autoencoder","created":"2022-02-05","cited_by_count":2,"area":null},{"id":"2502.17397","title":"Robust Confinement State Classification with Uncertainty Quantification through Ensembled Data-Driven Methods","created":"2025-02-24","cited_by_count":2,"area":null},{"id":"2111.10272","title":"Resilience from Diversity: Population-based approach to harden models against adversarial attacks","created":"2021-11-19","cited_by_count":1,"area":null},{"id":"2206.10334","title":"Defending Adversarial Examples by Negative Correlation Ensemble","created":"2022-06-11","cited_by_count":0,"area":null},{"id":"2211.07483","title":"Butterfly Effect Attack: Tiny and Seemingly Unrelated Perturbations for Object Detection","created":"2022-11-14","cited_by_count":0,"area":null},{"id":"2309.09464","title":"Reducing Adversarial Training Cost with Gradient Approximation","created":"2023-09-18","cited_by_count":0,"area":null},{"id":"2312.00105","title":"Improving the Robustness of Quantized Deep Neural Networks to White-Box Attacks using Stochastic Quantization and Information-Theoretic Ensemble Training","created":"2023-11-30","cited_by_count":0,"area":null},{"id":"2312.08877","title":"May the Noise be with you: Adversarial Training without Adversarial Examples","created":"2023-12-12","cited_by_count":0,"area":null},{"id":"2505.02073","title":"Lightweight Defense Against Adversarial Attacks in Time Series Classification","created":"2025-05-04","cited_by_count":0,"area":null},{"id":"2604.10933","title":"QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits","created":"2026-04-13","cited_by_count":0,"area":null},{"id":"2609.02440","title":"Towards One-for-All Robustness Across a Continuum of Threat Levels","created":"2026-09-02","cited_by_count":0,"area":null}],"next_cursor":null}