Detection and Mitigation of Byzantine Attacks in Distributed Training.
Konstantinos KonstantinidisNamrata VaswaniAditya RamamoorthyPublished in: IEEE/ACM Trans. Netw. (2024)
Keyphrases
- fault tolerant
- distributed systems
- automatic detection
- cooperative
- training set
- object detection
- detection accuracy
- training process
- detection method
- network attacks
- training phase
- anomaly detection
- load balancing
- countermeasures
- training algorithm
- false alarms
- lightweight
- communication cost
- training samples
- detection rate
- distributed environment
- supervised learning
- false positives
- digital images
- distributed data
- object detectors
- malicious attacks
- attack detection
- neural network