Causal Discovery of Cyber Attack Phases.
W. Graham MuellerAlex MemoryKyle BartremPublished in: ICMLA (2019)
Keyphrases
- causal discovery
- cyber attacks
- cyber security
- causal models
- causal relationships
- causal structure
- discovery process
- attack detection
- countermeasures
- bayesian networks
- directed acyclic graph
- security policies
- conditional independence
- intrusion detection system
- computer systems
- critical infrastructure
- dos attacks
- observational data
- distributed systems
- network security
- intrusion detection
- machine learning
- privacy issues
- data mining
- reinforcement learning
- association rules
- dynamic programming