Optimal Cybersecurity Investments in Large Networks Using SIS Model: Algorithm Design.
Van Sy MaiRichard J. LaAbdella BattouPublished in: IEEE/ACM Trans. Netw. (2021)
Keyphrases
- probabilistic model
- mathematical model
- dynamic programming
- theoretical analysis
- objective function
- cost function
- classification algorithm
- recognition algorithm
- preprocessing
- parameter estimation
- bayesian framework
- detection algorithm
- worst case
- exhaustive search
- np hard
- estimation algorithm
- final result
- computational complexity
- algorithm employs
- tree structure
- conceptual model
- closed form
- simulated annealing
- globally optimal
- optimal solution
- optimality criterion
- selection algorithm
- weighting coefficients
- learning algorithm
- optimization method
- design process
- probability distribution
- k means
- search space
- similarity measure
- prior information
- optimization algorithm
- em algorithm
- linear programming
- hardware implementation
- hidden markov models
- fully connected
- feature selection
- neural network