{"total":40,"rows":[{"id":"2103.03046","title":"PointGuard: Provably Robust 3D Point Cloud Classification","created":"2021-03-04","cited_by_count":49,"area":null},{"id":"2210.15291","title":"Isometric 3D Adversarial Examples in the Physical World","created":"2022-10-27","cited_by_count":25,"area":null},{"id":"2310.00633","title":"A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks","created":"2023-10-01","cited_by_count":19,"area":null},{"id":"2203.15245","title":"Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients","created":"2022-03-29","cited_by_count":17,"area":null},{"id":"2204.06577","title":"OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data","created":"2022-04-13","cited_by_count":13,"area":null},{"id":"2202.11287","title":"LPF-Defense: 3D Adversarial Defense based on Frequency Analysis","created":"2022-02-23","cited_by_count":10,"area":null},{"id":"2204.05687","title":"3DeformRS: Certifying Spatial Deformations on Point Clouds","created":"2022-04-12","cited_by_count":10,"area":null},{"id":"2211.12294","title":"PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models Against Adversarial Examples","created":"2022-11-22","cited_by_count":9,"area":null},{"id":"2308.07546","title":"3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack","created":"2023-08-15","cited_by_count":9,"area":null},{"id":"2211.16247","title":"Ada3Diff: Defending against 3D Adversarial Point Clouds via Adaptive Diffusion","created":"2022-11-29","cited_by_count":8,"area":null},{"id":"2105.09090","title":"Local Aggressive Adversarial Attacks on 3D Point Cloud","created":"2021-05-19","cited_by_count":7,"area":null},{"id":"2110.04158","title":"Explainability-Aware One Point Attack for Point Cloud Neural Networks","created":"2021-10-08","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":"2110.03745","title":"Adversarial Attack by Limited Point Cloud Surface Modifications","created":"2021-10-07","cited_by_count":6,"area":null},{"id":"2303.01959","title":"PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees","created":"2023-03-03","cited_by_count":6,"area":null},{"id":"2307.00309","title":"Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey","created":"2023-07-01","cited_by_count":5,"area":null},{"id":"2310.00416","title":"Refutation of Shapley Values for XAI -- Additional Evidence","created":"2023-09-30","cited_by_count":4,"area":null},{"id":"2404.02242","title":"Towards Robust 3D Pose Transfer with Adversarial Learning","created":"2024-04-02","cited_by_count":4,"area":null},{"id":"2112.05871","title":"On Adversarial Robustness of Point Cloud Semantic Segmentation","created":"2021-12-11","cited_by_count":3,"area":null},{"id":"2308.05525","title":"Robustifying Point Cloud Networks by Refocusing","created":"2023-08-10","cited_by_count":2,"area":null},{"id":"2410.09691","title":"Robust 3D Point Clouds Classification based on Declarative Defenders","created":"2024-10-13","cited_by_count":2,"area":null},{"id":"2503.00063","title":"NoPain: No-box Point Cloud Attack via Optimal Transport Singular Boundary","created":"2025-02-27","cited_by_count":2,"area":null},{"id":"2505.19820","title":"InfoCons: Identifying Interpretable Critical Concepts in Point Clouds via Information Theory","created":"2025-05-26","cited_by_count":2,"area":null},{"id":"2303.06652","title":"Interpreting Hidden Semantics in the Intermediate Layers of 3D Point Cloud Classification Neural Network","created":"2023-03-12","cited_by_count":1,"area":null},{"id":"2309.05810","title":"SHIFT3D: Synthesizing Hard Inputs For Tricking 3D Detectors","created":"2023-09-11","cited_by_count":1,"area":null},{"id":"2404.18760","title":"Flow AM: Generating Point Cloud Global Explanations by Latent Alignment","created":"2024-04-29","cited_by_count":1,"area":null},{"id":"2405.14210","title":"Eidos: Efficient, Imperceptible Adversarial 3D Point Clouds","created":"2024-05-23","cited_by_count":1,"area":null},{"id":"2406.00282","title":"Adversarial 3D Virtual Patches using Integrated Gradients","created":"2024-06-01","cited_by_count":1,"area":null},{"id":"2410.20893","title":"Adversarial Attacks on LiDAR-Based Tracking Across Road Users: Robustness Evaluation and Target-Aware Black-Box Method","created":"2024-10-28","cited_by_count":1,"area":null},{"id":"2411.01889","title":"LiDAttack: Robust Black-box Attack on LiDAR-based Object Detection","created":"2024-11-04","cited_by_count":1,"area":null},{"id":"2303.06641","title":"Adaptive Local Adversarial Attacks on 3D Point Clouds for Augmented Reality","created":"2023-03-12","cited_by_count":0,"area":null},{"id":"2412.00404","title":"Hard-Label Black-Box Attacks on 3D Point Clouds","created":"2024-11-30","cited_by_count":0,"area":null},{"id":"2412.19015","title":"Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field","created":"2024-12-26","cited_by_count":0,"area":null},{"id":"2503.17168","title":"Hi-ALPS -- An Experimental Robustness Quantification of Six LiDAR-based Object Detection Systems for Autonomous Driving","created":"2025-03-21","cited_by_count":0,"area":null},{"id":"2504.01659","title":"Robust Unsupervised Domain Adaptation for 3D Point Cloud Segmentation Under Source Adversarial Attacks","created":"2025-04-02","cited_by_count":0,"area":null},{"id":"2507.00690","title":"Cage-Based Deformation for Transferable and Undefendable Point Cloud Attack","created":"2025-07-01","cited_by_count":0,"area":null},{"id":"2511.07040","title":"3D-ANC: Adaptive Neural Collapse for Robust 3D Point Cloud Recognition","created":"2025-11-10","cited_by_count":0,"area":null},{"id":"2604.15708","title":"APC: Transferable and Efficient Adversarial Point Counterattack for Robust 3D Point Cloud Recognition","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2605.07590","title":"Beyond Defenses: Manifold-Aligned Regularization for Intrinsic 3D Point Cloud Robustness","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2606.29963","title":"Explainability-Aware Frustum Attack: Exposing Structural Vulnerabilities in LiDAR-Based 3D Object Detectors","created":"2026-06-29","cited_by_count":0,"area":null}],"next_cursor":null}