A federated FedAvg implementation of the CANdito LSTM autoencoder IDS achieves usable detection rates on the ReCAN dataset with slightly lower performance but higher communication cost than centralized training.
Source identification using signal character- istics in controller area networks,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CR 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Evaluating the Impact of Privacy-Preserving Federated Learning on CAN Intrusion Detection
A federated FedAvg implementation of the CANdito LSTM autoencoder IDS achieves usable detection rates on the ReCAN dataset with slightly lower performance but higher communication cost than centralized training.