{"total":15,"rows":[{"id":"2106.03328","title":"Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning","created":"2021-06-07","cited_by_count":39,"area":null},{"id":"2303.12233","title":"LOKI: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation","created":"2023-03-21","cited_by_count":36,"area":null},{"id":"2210.08871","title":"Industry-Scale Orchestrated Federated Learning for Drug Discovery","created":"2022-10-17","cited_by_count":19,"area":null},{"id":"2407.06754","title":"Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges","created":"2024-07-09","cited_by_count":15,"area":null},{"id":"2108.11884","title":"Enabling SQL-based Training Data Debugging for Federated Learning","created":"2021-08-26","cited_by_count":8,"area":null},{"id":"2302.09844","title":"FederatedTrust: A Solution for Trustworthy Federated Learning","created":"2023-02-20","cited_by_count":6,"area":null},{"id":"2205.06506","title":"Collaborative Drug Discovery: Inference-level Data Protection Perspective","created":"2022-05-13","cited_by_count":4,"area":null},{"id":"2305.11537","title":"Trustworthy Federated Learning: A Survey","created":"2023-05-19","cited_by_count":4,"area":null},{"id":"2306.07644","title":"SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning","created":"2023-06-13","cited_by_count":3,"area":null},{"id":"2411.03730","title":"NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA","created":"2024-11-06","cited_by_count":2,"area":null},{"id":"2506.23583","title":"Detect \\& Score: Privacy-Preserving Misbehaviour Detection and Contribution Evaluation in Federated Learning","created":"2025-06-30","cited_by_count":1,"area":null},{"id":"2509.19921","title":"On the Fragility of Contribution Score Computation in Federated Learning","created":"2025-09-24","cited_by_count":1,"area":null},{"id":"2602.21721","title":"Private and Robust Contribution Evaluation in Federated Learning","created":"2026-02-25","cited_by_count":1,"area":null},{"id":"2410.05020","title":"FRIDA: Free-Rider Detection using Privacy Attacks","created":"2024-10-07","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}