Generative Models for Security: Attacks, Defenses, and Opportunities.

Luke A. Bauer Vincent Bindschaedler

Published 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