research
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03/03/2023
Automated Machine Learning for Deep Learning based Malware Detection
Deep learning (DL) has proven to be effective in detecting sophisticated...
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12/12/2022
Lower Bounds on the Rate of Convergence for Accept-Reject-Based Markov Chains
To avoid poor empirical performance in Metropolis-Hastings and other acc...
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09/17/2022
Geometric ergodicity of Gibbs samplers for Bayesian error-in-variable regression
We consider Bayesian error-in-variable (EIV) linear regression accountin...
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08/09/2022
Online Malware Classification with System-Wide System Calls in Cloud IaaS
Accurately classifying malware in an environment allows the creation of ...
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11/19/2021