{"total":37,"rows":[{"id":"2108.04062","title":"Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100","created":"2021-08-05","cited_by_count":47,"area":null},{"id":"2106.11420","title":"Policy Smoothing for Provably Robust Reinforcement Learning","created":"2021-06-21","cited_by_count":40,"area":null},{"id":"2107.10873","title":"On the Certified Robustness for Ensemble Models and Beyond","created":"2021-07-22","cited_by_count":40,"area":null},{"id":"2107.04570","title":"ANCER: Anisotropic Certification via Sample-wise Volume Maximization","created":"2021-07-09","cited_by_count":23,"area":null},{"id":"2206.07912","title":"Double Sampling Randomized Smoothing","created":"2022-06-16","cited_by_count":22,"area":null},{"id":"2209.07592","title":"Explicit Tradeoffs between Adversarial and Natural Distributional Robustness","created":"2022-09-15","cited_by_count":20,"area":null},{"id":"2112.05005","title":"Mutual Adversarial Training: Learning together is better than going alone","created":"2021-12-09","cited_by_count":17,"area":null},{"id":"2407.09165","title":"Robust Yet Efficient Conformal Prediction Sets","created":"2024-07-12","cited_by_count":16,"area":null},{"id":"2307.05902","title":"Stability Guarantees for Feature Attributions with Multiplicative Smoothing","created":"2023-07-12","cited_by_count":14,"area":null},{"id":"2309.13794","title":"Projected Randomized Smoothing for Certified Adversarial Robustness","created":"2023-09-25","cited_by_count":11,"area":null},{"id":"2301.02039","title":"Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks","created":"2023-01-05","cited_by_count":10,"area":null},{"id":"2210.08906","title":"A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities","created":"2022-10-17","cited_by_count":9,"area":null},{"id":"2310.16221","title":"Hierarchical Randomized Smoothing","created":"2023-10-24","cited_by_count":9,"area":null},{"id":"2504.13787","title":"Probabilistic Stability Guarantees for Feature Attributions","created":"2025-04-18","cited_by_count":9,"area":null},{"id":"2302.01961","title":"Asymmetric Certified Robustness via Feature-Convex Neural Networks","created":"2023-02-03","cited_by_count":8,"area":null},{"id":"2312.03979","title":"Node-aware Bi-smoothing: Certified Robustness against Graph Injection Attacks","created":"2023-12-07","cited_by_count":8,"area":null},{"id":"2406.17830","title":"Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness","created":"2024-06-25","cited_by_count":8,"area":null},{"id":"2211.14207","title":"Invariance-Aware Randomized Smoothing Certificates","created":"2022-11-25","cited_by_count":7,"area":null},{"id":"2501.19040","title":"Towards the Worst-case Robustness of Large Language Models","created":"2025-01-31","cited_by_count":7,"area":null},{"id":"2201.12440","title":"Certifying Model Accuracy under Distribution Shifts","created":"2022-01-28","cited_by_count":5,"area":null},{"id":"2205.13909","title":"(De-)Randomized Smoothing for Decision Stump Ensembles","created":"2022-05-27","cited_by_count":5,"area":null},{"id":"2402.12187","title":"Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training","created":"2024-02-19","cited_by_count":5,"area":null},{"id":"2503.05239","title":"Robust Conformal Prediction with a Single Binary Certificate","created":"2025-03-07","cited_by_count":4,"area":null},{"id":"2207.07209","title":"Sound Randomized Smoothing in Floating-Point Arithmetics","created":"2022-07-14","cited_by_count":3,"area":null},{"id":"2310.19889","title":"Exploring Geometry of Blind Spots in Vision Models","created":"2023-10-30","cited_by_count":2,"area":null},{"id":"2503.22998","title":"AuditVotes: Elevating Provable Defense for GNNs with Efficient Augmentation and Conditional Smoothing","created":"2025-03-29","cited_by_count":2,"area":null},{"id":"2205.06154","title":"Smooth-Reduce: Leveraging Patches for Improved Certified Robustness","created":"2022-05-12","cited_by_count":1,"area":null},{"id":"2302.00209","title":"Towards Large Certified Radius in Randomized Smoothing using Quasiconcave Optimization","created":"2023-02-01","cited_by_count":1,"area":null},{"id":"2303.16308","title":"Provable Robustness for Streaming Models with a Sliding Window","created":"2023-03-28","cited_by_count":1,"area":null},{"id":"2406.02309","title":"Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing","created":"2024-06-04","cited_by_count":1,"area":null},{"id":"2410.20432","title":"Integrating uncertainty quantification into randomized smoothing based robustness guarantees","created":"2024-10-27","cited_by_count":1,"area":null},{"id":"2203.08945","title":"Provable Adversarial Robustness for Fractional Lp Threat Models","created":"2022-03-16","cited_by_count":0,"area":null},{"id":"2309.16710","title":"General Lipschitz: Certified Robustness Against Resolvable Semantic Transformations via Transformation-Dependent Randomized Smoothing","created":"2023-08-17","cited_by_count":0,"area":null},{"id":"2402.15808","title":"Optimal Zero-Shot Detector for Multi-Armed Attacks","created":"2024-02-24","cited_by_count":0,"area":null},{"id":"2406.03458","title":"Distributional Adversarial Loss","created":"2024-06-05","cited_by_count":0,"area":null},{"id":"2409.13546","title":"Certified Adversarial Robustness via Partition-based Randomized Smoothing","created":"2024-09-20","cited_by_count":0,"area":null},{"id":"2605.12876","title":"Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing","created":"2026-05-13","cited_by_count":0,"area":null}],"next_cursor":null}