An Active Security Defense Strategy for Microservices based on Deep Reinforcement Learning.
Yuanbo LiHongchao HuShuai ZhangGuozhen ChengWenyan LiuPublished in: ISPA/BDCloud/SocialCom/SustainCom (2023)
Keyphrases
- reinforcement learning
- network security
- intrusion detection
- cyber defense
- access control
- optimal policy
- security management
- statistical databases
- information security
- security policies
- search strategy
- function approximation
- elliptic curve
- temporal difference
- security issues
- control policy
- intrusion detection system
- markov decision processes
- security level
- security threats
- multi agent reinforcement learning
- database security
- exploration strategy
- function approximators
- risk assessment
- security analysis
- computer security
- functional requirements
- model free
- neural network
- optimal control
- computer networks
- transfer learning
- state space
- learning algorithm
- data mining