Improved Distributed Backdoor Attacks in Federated Learning by Density-Adaptive Data Poisoning and Projection-Based Gradient Updating
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DOI: 10.1109/access.2025.3586416
Abstract: While federated learning enables collaborative model training with preserved data locality, it remains vulnerable to evolving backdoor attacks that exploit its distributed architecture. Compared with centralized backdoor attacks, a distributed backdoor attack (DBA) poses a… read more here.
Keywords: backdoor attacks; attack; federated learning; distributed backdoor ... See more keywords