A Security Model Based on LightGBM and Transformer to Protect Healthcare Systems From Cyberattacks-Reference-Cited by-同舟云学术

A Security Model Based on LightGBM and Transformer to Protect Healthcare Systems From Cyberattacks

Published:2022 Issue: Volume:10 Page:48890-48903
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Ghourabi Abdallah¹^ORCID

Affiliation:

1. Department of Computer Science, College of Science and Arts, Jouf University, Sakaka, Saudi Arabia

Funder

Deanship of Scientific Research at Jouf University

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/6287639/9668973/09767819.pdf?arnumber=9767819

Reference35 articles.

1. Prediction of f-CaO content in cement clinker: A novel prediction method based on LightGBM and Bayesian optimization

2. Hyperboost: Hyperparameter optimization by gradient boosting surrogate models;van hoof;arXiv 2101 02289,2021

3. A tutorial on Bayesian optimization of expensive cost functions, with application to active user modeling and hierarchical reinforcement learning;brochu;ArXiv 1012 2599,2010

4. SM‐Detector: A security model based on BERT to detect SMiShing messages in mobile environments

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