IoTWarden: A Deep Reinforcement Learning Based Real-time Defense System to Mitigate Trigger-action IoT Attacks.
Md. Morshed AlamIsrat JahanWeichao WangPublished in: CoRR (2024)
Keyphrases
- real time
- reinforcement learning
- action selection
- robotic control
- management system
- ddos attacks
- transition model
- defense mechanisms
- intrusion detection
- vision system
- low cost
- partially observable domains
- security problems
- function approximation
- reinforcement learning algorithms
- sensory inputs
- action space
- markov decision processes
- countermeasures
- optimal policy
- cloud computing
- dynamic programming
- wireless sensor networks
- control system
- learning process
- data mining