Search Problems in the Domain of Multiplication: Case Study on Anomaly Detection Using Markov Chains.
Yisroel MirskyAviad CohenRoni SternAriel FelnerLior RokachYuval EloviciBracha ShapiraPublished in: SOCS (2015)
Keyphrases
- anomaly detection
- markov chain
- search problems
- search algorithm
- orders of magnitude
- intrusion detection
- state space
- detecting anomalies
- transition probabilities
- heuristic search
- anomalous behavior
- network intrusion detection
- random walk
- one class support vector machines
- network traffic
- network anomaly detection
- intrusion detection system
- markov processes
- domain independent
- search strategies
- detect anomalies
- planning problems
- domain specific
- negative selection algorithm
- transition matrix
- constraint satisfaction problems
- search space
- probabilistic automata
- optimal solution
- bayesian networks
- feature selection