A Fast Computer Intrusion Detection Algorithm Based on Hypothesis Testing of Command Transition Probabilities.

William DuMouchel Matthias Schonlau

Published in: KDD (1998)

Keyphrases

detection algorithm
hypothesis testing
transition probabilities
markov chain
markov models
random walk
detection method
detection accuracy
statistical tests
confidence intervals
moving objects
state space
machine learning
image features
latent variables
harris corner