Deep Reinforcement Learning based Smart Mitigation of DDoS Flooding in Software-Defined Networks.
Yandong LiuMianxiong DongKaoru OtaJianhua LiJun WuPublished in: CAMAD (2018)
Keyphrases
- reinforcement learning
- function approximation
- social networks
- software development
- neighboring nodes
- complex networks
- network analysis
- network structure
- dynamic programming
- risk management
- web services
- denial of service attacks
- software maintenance
- case study
- computer systems
- learning process
- software systems
- community structure
- computer networks
- software tools
- state space
- markov decision processes
- model free
- temporal difference
- reinforcement learning algorithms
- optimal policy