Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices.
Álvaro MichelenaMaría Teresa García-OrdásJosé Aveleira-MataDavid Yeregui Marcos del BlancoMíriam Timiraos DíazFrancisco Zayas-GatoEsteban JoveJosé Luís Casteleiro-RocaHéctor QuintiánHéctor Alaiz-MoretónJosé Luís Calvo-RollePublished in: Log. J. IGPL (2024)
Keyphrases
- intrusion detection
- hebbian learning
- intrusion detection system
- anomaly detection
- network security
- spiking neural networks
- network intrusion detection
- fuzzy cognitive maps
- computer networks
- detecting anomalous
- network traffic
- recurrent neural networks
- neural network
- high detection rate
- data mining
- social networks
- alert correlation
- biologically inspired
- network intrusions
- information security
- intrusion prevention
- fraud detection
- cloud computing
- data processing
- artificial neural networks
- network intrusion