RL-Shield: Mitigating Target Link-Flooding Attacks Using SDN and Deep Reinforcement Learning Routing Algorithm.
Amir RezapourWen-Guey TzengPublished in: IEEE Trans. Dependable Secur. Comput. (2022)
Keyphrases
- reinforcement learning
- routing algorithm
- wireless sensor networks
- ad hoc networks
- shortest path
- routing protocol
- function approximation
- network routing
- energy consumption
- multipath
- reinforcement learning algorithms
- model free
- markov decision processes
- state space
- routing overhead
- multicast tree
- qos routing
- network coding
- rl algorithms
- network traffic
- transfer learning
- optimal policy
- path selection
- partially observable domains
- machine learning
- temporal difference
- learning algorithm
- interconnection networks
- routing scheme
- autonomous learning
- data transmission
- network resources
- network on chip
- transmission delay
- qos multicast routing
- real time
- digital libraries
- dynamic programming
- learning classifier systems
- end to end delay
- multi hop
- reinforcement learning methods