Identifying Malicious Clients in Federated Learning via Group Testing
IEEE European School of Information Theory
2023
FedGT: Identification of Malicious Clients in Federated Learning with Secure Aggregation
Munich Workshop on Coding and Cryptography 2024
2024
Belief-propagation decoding for Quantitative Group Testing
Munich Workshop on Shannon Coding Techniques 2024
2024
FedGT: Identification of Malicious Clients in Federated Learning with Secure Aggregation
Workshop on Secure and Private Distributed Computation
2024
Balancing Privacy and Security in Federated Learning with FedGT: A Group Testing Framework
2023
A METHOD AND SYSTEM FOR IDENTIFICATION OF MALICIOUS CLIENTS WITH SECURE AGGREGATION OF DATA FROM A PLURALITY OF CLIENTS
2024
Soft-Decision Decoding for LDPC Code-Based Quantitative Group Testing
14th International ITG Conference on Systems, Communications and Coding (SCC)
2025
Sparsity and Privacy in Secret Sharing: A Fundamental Trade-Off
IEEE Transactions on Information Forensics and Security
2024
19
5136-5150
FedGT: Identification of Malicious Clients in Federated Learning With Secure Aggregation
IEEE Transactions on Information Forensics and Security
2025
20
2577-2592
Sparse and Private Distributed Matrix Multiplication with Straggler Tolerance
International Symposium on Information Theory
2023