Systematic Analysis of Label-flipping Attacks against Federated Learning in Collaborative Intrusion Detection Systems.
Léo LavaurYann BusnelFabien AutrelPublished in: ARES (2024)
Keyphrases
- intrusion detection system
- intrusion detection
- learning algorithm
- computer security
- learning process
- network security
- supervised learning
- unsupervised learning
- network traffic
- attack detection
- active learning
- data mining
- reinforcement learning
- anomaly detection
- training data
- multistage
- metadata
- malicious activities
- network intrusion detection systems
- intrusion prevention
- distributed intrusion detection