A method for estimating process maliciousness with Seq2Seq model.
Shun TobiyamaYukiko YamaguchiHirokazu HasegawaHajime ShimadaMitsuaki AkiyamaTakeshi YagiPublished in: ICOIN (2018)
Keyphrases
- cost function
- probabilistic model
- mathematical model
- recognition process
- network model
- objective function
- optimization process
- analytical model
- modeling method
- prior knowledge
- sensitivity analysis
- hybrid method
- similarity measure
- prior information
- conceptual model
- markov model
- study proposes
- theoretical analysis
- statistical model
- input data
- prediction model
- regression analysis
- bayesian framework
- parameter estimation
- gaussian distribution
- estimation process
- recognition algorithm
- reconstruction method
- diffusion process
- optimization model
- linear model
- test data
- energy function
- computational model
- detection method
- optimization method
- autoregressive
- bp neural network
- evaluation method
- computational complexity
- classification algorithm
- dynamic programming
- support vector machine
- method assumes
- preprocessing
- pairwise
- artificial neural networks
- probability distribution
- evaluation model
- high accuracy
- classification method
- high order
- closed form
- high level