Generative Models for Security: Attacks, Defenses, and Opportunities.
Luke A. BauerVincent BindschaedlerPublished in: CoRR (2021)
Keyphrases
- generative model
- denial of service attacks
- denial of service
- dos attacks
- security threats
- network security
- probabilistic model
- security mechanisms
- security protocols
- discriminative learning
- mixture model
- discriminative models
- security issues
- prior knowledge
- hidden variables
- em algorithm
- hierarchical hidden markov models
- ddos attacks
- object categories
- information security
- intrusion detection system
- conditional random fields
- semi supervised
- maximum entropy principle
- intrusion detection
- generative and discriminative models
- representational power
- naive bayes models
- machine learning
- smart card
- semi supervised learning
- graphical models
- object detection
- hidden markov models
- object recognition