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Found 4 papers, 2 papers with code
Blockchain-based Monitoring for Poison Attack Detection in Decentralized Federated Learning
We propose a technique which consists in decoupling the monitoring phase from the detection phase in defenses against poisoning attacks in a decentralized federated learning deployment that aim at monitoring the behavior of the workers.
Untargeted Poisoning Attack Detection in Federated Learning via Behavior Attestation
We propose attestedFL, a defense mechanism that monitors the training of individual nodes through state persistence in order to detect a malicious worker.
A multi-layered blockchain framework for smart mobility data-markets
A multi-layered Blockchain framework for Smart Mobility Data-market (BSMD) is presented for addressing the associated privacy, security, management, and scalability challenges.
Computers and Society
A blockchain framework for smart mobility
A blockchain framework is presented for addressing the privacy and security challenges associated with the Big Data in smart mobility.
Computers and Society
