{"total":45,"rows":[{"id":"2112.04532","title":"Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection","created":"2021-12-08","cited_by_count":67,"area":null},{"id":"2204.06974","title":"Planting Undetectable Backdoors in Machine Learning Models","created":"2022-04-14","cited_by_count":59,"area":null},{"id":"2106.06946","title":"Boosting Randomized Smoothing with Variance Reduced Classifiers","created":"2021-06-13","cited_by_count":47,"area":null},{"id":"2106.09292","title":"CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing","created":"2021-06-17","cited_by_count":42,"area":null},{"id":"2207.07972","title":"Certified Neural Network Watermarks with Randomized Smoothing","created":"2022-07-16","cited_by_count":41,"area":null},{"id":"2107.00228","title":"Scalable Certified Segmentation via Randomized Smoothing","created":"2021-07-01","cited_by_count":35,"area":null},{"id":"2207.01795","title":"PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch","created":"2022-07-05","cited_by_count":30,"area":null},{"id":"2102.02956","title":"DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks","created":"2021-02-05","cited_by_count":29,"area":null},{"id":"2206.07912","title":"Double Sampling Randomized Smoothing","created":"2022-06-16","cited_by_count":22,"area":null},{"id":"2102.09701","title":"Center Smoothing: Certified Robustness for Networks with Structured Outputs","created":"2021-02-19","cited_by_count":18,"area":null},{"id":"2405.03316","title":"Provably Unlearnable Data Examples","created":"2024-05-06","cited_by_count":18,"area":null},{"id":"2302.02829","title":"Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks","created":"2023-02-06","cited_by_count":16,"area":null},{"id":"2202.11910","title":"Robust Probabilistic Time Series Forecasting","created":"2022-02-24","cited_by_count":15,"area":null},{"id":"2305.19521","title":"Incremental Randomized Smoothing Certification","created":"2023-05-31","cited_by_count":12,"area":null},{"id":"2210.15614","title":"Private and Reliable Neural Network Inference","created":"2022-10-27","cited_by_count":7,"area":null},{"id":"2211.14207","title":"Invariance-Aware Randomized Smoothing Certificates","created":"2022-11-25","cited_by_count":7,"area":null},{"id":"2407.10445","title":"Backdoor Attacks against Image-to-Image Networks","created":"2024-07-15","cited_by_count":7,"area":null},{"id":"2408.01934","title":"A Survey and Evaluation of Adversarial Attacks for Object Detection","created":"2024-08-04","cited_by_count":7,"area":null},{"id":"2403.13778","title":"Certified Human Trajectory Prediction","created":"2024-03-20","cited_by_count":6,"area":null},{"id":"2205.13909","title":"(De-)Randomized Smoothing for Decision Stump Ensembles","created":"2022-05-27","cited_by_count":5,"area":null},{"id":"2304.02693","title":"A Certified Radius-Guided Attack Framework to Image Segmentation Models","created":"2023-04-05","cited_by_count":5,"area":null},{"id":"2408.01541","title":"Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics","created":"2024-08-02","cited_by_count":5,"area":null},{"id":"2405.08892","title":"RS-Reg: Probabilistic and Robust Certified Regression Through Randomized Smoothing","created":"2024-05-14","cited_by_count":4,"area":null},{"id":"2407.01295","title":"Towards Formal Verification of Deep Neural Networks for Object Detection","created":"2024-07-01","cited_by_count":4,"area":null},{"id":"2407.04086","title":"Certifiably Robust Image Watermark","created":"2024-07-04","cited_by_count":4,"area":null},{"id":"2402.08400","title":"Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing","created":"2024-02-13","cited_by_count":3,"area":null},{"id":"2506.23581","title":"PBCAT: Patch-based composite adversarial training against physically realizable attacks on object detection","created":"2025-06-30","cited_by_count":3,"area":null},{"id":"2211.10882","title":"Multi-head Ensemble of Smoothed Classifiers for Certified Robustness","created":"2022-11-20","cited_by_count":2,"area":null},{"id":"2403.02329","title":"COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks","created":"2024-03-04","cited_by_count":2,"area":null},{"id":"2509.25979","title":"Reconcile Certified Robustness and Accuracy for DNN-based Smoothed Majority Vote Classifier","created":"2025-09-30","cited_by_count":2,"area":null},{"id":"2302.02208","title":"Certified Robust Control under Adversarial Perturbations","created":"2023-02-04","cited_by_count":1,"area":null},{"id":"2405.14934","title":"Universal Robustness via Median Randomized Smoothing for Real-World Super-Resolution","created":"2024-05-23","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":"2512.06010","title":"Fast and Flexible Robustness Certificates for Semantic Segmentation","created":"2025-12-03","cited_by_count":1,"area":null},{"id":"2603.10821","title":"Evaluating randomized smoothing as a defense against adversarial attacks in trajectory prediction","created":"2026-03-11","cited_by_count":1,"area":null},{"id":"2605.07690","title":"Fortifying Time Series: DTW-Certified Robust Anomaly Detection","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2212.14115","title":"Certifying Safety in Reinforcement Learning under Adversarial Perturbation Attacks","created":"2022-12-28","cited_by_count":0,"area":null},{"id":"2407.11844","title":"Variational Randomized Smoothing for Sample-Wise Adversarial Robustness","created":"2024-07-16","cited_by_count":0,"area":null},{"id":"2503.17172","title":"Principal Eigenvalue Regularization for Improved Worst-Class Certified Robustness of Smoothed Classifiers","created":"2025-03-21","cited_by_count":0,"area":null},{"id":"2508.05516","title":"FS-IQA: Certified Feature Smoothing for Robust Image Quality Assessment","created":"2025-08-07","cited_by_count":0,"area":null},{"id":"2601.16200","title":"Feature-Space Smoothing: Certified Robustness of Deep Representations","created":"2026-01-22","cited_by_count":0,"area":null},{"id":"2605.08191","title":"A Robust Out-of-Distribution Detection Framework via Synergistic Smoothing","created":"2026-05-05","cited_by_count":0,"area":null},{"id":"2607.06592","title":"LipSSD: Lipschitz-Constrained Single-Shot Detection for Adversarially Robust Object Detection","created":"2026-07-06","cited_by_count":0,"area":null},{"id":"2608.12037","title":"Clustered Randomized Smoothing for Stochastic Prediction Functions","created":"2026-08-12","cited_by_count":0,"area":null},{"id":"2608.29510","title":"ARMOR: Manifold-Oriented Training for Adversarially Robust Aerial Object Detection under Data Scarcity","created":"2026-08-30","cited_by_count":0,"area":null}],"next_cursor":null}