Adversarial attack and defense in reinforcement learning-from AI security view.
Tong ChenJiqiang LiuYingxiao XiangWenjia NiuEndong TongZhen HanPublished in: Cybersecur. (2019)
Keyphrases
- defense mechanisms
- reinforcement learning
- network security
- security measures
- intrusion detection
- cyber attacks
- cyber defense
- dos attacks
- denial of service attacks
- machine learning
- security vulnerabilities
- fault injection
- artificial intelligence
- countermeasures
- ddos attacks
- multi agent
- key exchange protocol
- information security
- security policies
- expert systems
- authentication protocol
- security management
- malicious attacks
- intrusion detection system
- malicious users
- access control
- dynamic programming
- security risks
- security analysis
- security mechanisms
- anomaly detection
- computer security
- java card
- attack scenarios
- security requirements
- state space
- statistical databases
- function approximation
- intelligent systems
- markov decision processes
- knowledge representation
- authentication mechanism
- model free
- abstract argumentation
- security protocols
- attack detection
- secret key
- block cipher
- buffer overflow
- malicious activities
- encryption algorithm
- information warfare
- learning algorithm