{"total":15,"rows":[{"id":"2305.02776","title":"Efficient Personalized Federated Learning via Sparse Model-Adaptation","created":"2023-05-04","cited_by_count":38,"area":null},{"id":"2310.01875","title":"Towards Stable Backdoor Purification through Feature Shift Tuning","created":"2023-10-03","cited_by_count":32,"area":null},{"id":"2303.13363","title":"FS-Real: Towards Real-World Cross-Device Federated Learning","created":"2023-03-23","cited_by_count":22,"area":null},{"id":"2312.08667","title":"Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey","created":"2023-12-14","cited_by_count":18,"area":null},{"id":"2406.14841","title":"TabularMark: Watermarking Tabular Datasets for Machine Learning","created":"2024-06-21","cited_by_count":8,"area":null},{"id":"2410.09838","title":"Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense","created":"2024-10-13","cited_by_count":7,"area":null},{"id":"2406.06207","title":"Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning","created":"2024-06-10","cited_by_count":6,"area":null},{"id":"2307.15971","title":"You Can Backdoor Personalized Federated Learning","created":"2023-07-29","cited_by_count":4,"area":null},{"id":"2412.03441","title":"PBP: Post-training Backdoor Purification for Malware Classifiers","created":"2024-12-04","cited_by_count":2,"area":null},{"id":"2501.12736","title":"Bad-PFL: Exploring Backdoor Attacks against Personalized Federated Learning","created":"2025-01-22","cited_by_count":2,"area":null},{"id":"2505.12019","title":"FL-PLAS: Federated Learning with Partial Layer Aggregation for Backdoor Defense Against High-Ratio Malicious Clients","created":"2025-05-17","cited_by_count":1,"area":null},{"id":"2407.00719","title":"A Whole-Process Certifiably Robust Aggregation Method Against Backdoor Attacks in Federated Learning","created":"2024-06-30","cited_by_count":0,"area":null},{"id":"2506.07769","title":"Clustered Federated Learning via Embedding Distributions","created":"2025-06-09","cited_by_count":0,"area":null},{"id":"2602.18489","title":"DCInject: Persistent Backdoor Attacks via Frequency Manipulation in Personal Federated Learning","created":"2026-02-11","cited_by_count":0,"area":null},{"id":"2604.24350","title":"Unveiling the Backdoor Mechanism Hidden Behind Catastrophic Overfitting in Fast Adversarial Training","created":"2026-04-27","cited_by_count":0,"area":null}],"next_cursor":null}