{"total":27,"rows":[{"id":"2307.10616","title":"Heterogeneous Federated Learning: State-of-the-art and Research Challenges","created":"2023-07-20","cited_by_count":161,"area":null},{"id":"2211.12814","title":"Vertical Federated Learning: Concepts, Advances and Challenges","created":"2022-11-23","cited_by_count":108,"area":null},{"id":"2201.08135","title":"Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges","created":"2022-01-20","cited_by_count":84,"area":null},{"id":"2303.02213","title":"Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions","created":"2023-03-03","cited_by_count":33,"area":null},{"id":"2304.01829","title":"A Survey on Vertical Federated Learning: From a Layered Perspective","created":"2023-04-04","cited_by_count":30,"area":null},{"id":"2302.09457","title":"Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective","created":"2023-02-19","cited_by_count":20,"area":null},{"id":"2301.03377","title":"Machine Learning for Large-Scale Optimization in 6G Wireless Networks","created":"2023-01-03","cited_by_count":18,"area":null},{"id":"2112.05409","title":"Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning","created":"2021-12-10","cited_by_count":16,"area":null},{"id":"2405.17495","title":"Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey","created":"2024-05-25","cited_by_count":14,"area":null},{"id":"2207.10226","title":"Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM","created":"2022-07-20","cited_by_count":10,"area":null},{"id":"2201.02775","title":"ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems","created":"2022-01-08","cited_by_count":9,"area":null},{"id":"2203.10329","title":"Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm","created":"2022-03-19","cited_by_count":9,"area":null},{"id":"2302.01550","title":"Vertical Federated Learning: Taxonomies, Threats, and Prospects","created":"2023-02-03","cited_by_count":8,"area":null},{"id":"2310.09827","title":"VFLAIR: A Research Library and Benchmark for Vertical Federated Learning","created":"2023-10-15","cited_by_count":8,"area":null},{"id":"2207.09087","title":"Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond","created":"2022-07-19","cited_by_count":7,"area":null},{"id":"2304.11432","title":"Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration","created":"2023-04-22","cited_by_count":6,"area":null},{"id":"2306.10746","title":"Practical and General Backdoor Attacks against Vertical Federated Learning","created":"2023-06-19","cited_by_count":6,"area":null},{"id":"2212.00322","title":"Hijack Vertical Federated Learning Models As One Party","created":"2022-12-01","cited_by_count":5,"area":null},{"id":"2501.09320","title":"Cooperative Decentralized Backdoor Attacks on Vertical Federated Learning","created":"2025-01-16","cited_by_count":3,"area":null},{"id":"2306.16077","title":"Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization","created":"2023-06-28","cited_by_count":2,"area":null},{"id":"2404.19420","title":"Let's Focus: Focused Backdoor Attack against Federated Transfer Learning","created":"2024-04-30","cited_by_count":2,"area":null},{"id":"2502.20565","title":"Communication-Efficient and Differentially Private Vertical Federated Learning with Zeroth-Order Optimization","created":"2025-02-27","cited_by_count":1,"area":null},{"id":"2411.02809","title":"Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning","created":"2024-11-05","cited_by_count":0,"area":null},{"id":"2507.07259","title":"Exploiting Edge Features for Transferable Adversarial Attacks in Distributed Machine Learning","created":"2025-07-09","cited_by_count":0,"area":null},{"id":"2507.14625","title":"VTarbel: Targeted Label Attack with Minimal Knowledge on Detector-enhanced Vertical Federated Learning","created":"2025-07-19","cited_by_count":0,"area":null},{"id":"2602.17418","title":"A Privacy by Design Framework for Large Language Model-Based Applications for Children","created":"2026-02-19","cited_by_count":0,"area":null},{"id":"2609.28722","title":"Upholding Robustness in Federated Learning: Trends, Emerging Strategies, and Research Opportunities","created":"2026-09-23","cited_by_count":0,"area":null}],"next_cursor":null}