bayesian-hyper-parameter-optimization-for-malware-detection
AI-CyberSec 2021 Workshop CEUR Publication(AI-2021 Forty-first SGAI International Conference)
https://github.com/fahadgorain/bayesian-hyper-parameter-optimization-for-malware-detection
Science Score: 18.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
○codemeta.json file
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○.zenodo.json file
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○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.2%) to scientific vocabulary
Keywords
baysian
config
default
gaussian-naive-bayes
github-config
grid
hyperparameter-optimization
knn-classification
lightgbm-classifier
logistic-regression
machine-learning-algorithms
malware-analysis
malware-detection
optimization
python
random-forest
randomsearch
search-algorithm
stochastic-gradient-descent
Last synced: 4 months ago
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Repository
AI-CyberSec 2021 Workshop CEUR Publication(AI-2021 Forty-first SGAI International Conference)
Basic Info
- Host: GitHub
- Owner: fahadgorain
- License: mit
- Language: Jupyter Notebook
- Default Branch: main
- Homepage: https://github.com/fahadgorain
- Size: 628 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Topics
baysian
config
default
gaussian-naive-bayes
github-config
grid
hyperparameter-optimization
knn-classification
lightgbm-classifier
logistic-regression
machine-learning-algorithms
malware-analysis
malware-detection
optimization
python
random-forest
randomsearch
search-algorithm
stochastic-gradient-descent
Created about 4 years ago
· Last pushed over 3 years ago
Metadata Files
Readme
License
Citation
README.md
Bayesian-Hyper-Parameter-Optimization-for-Malware-Detection
- This File/codes are for the implementation of our new publication entitled "Bayesian Hyper Parameter Optimization for Malware Detection" - http://ceur-ws.org/Vol-3125/paper6.pdf
- CFF citation cff-version: 1.2.0 message: "If you use this software, please cite it as below." authors: family-names: "ALGorain" given-names: "Fahad" orcid: "https://orcid.org/0000-0003-0547-1402" family-names: "Clark" given-names: "John" orcid: "https://orcid.org/0000-0002-9230-9739" title: "Bayesian-Hyper-Parameter-Optimization-for-Malware-Detection" version: 1.0.0 date-released: 2021-12-05 url: "https://github.com/fahadgorain/Bayesian-Hyper-Parameter-Optimization-for-Malware-Detection"
- Bibtex Citation
@article{algorain2021bayesian,
title={Bayesian Hyper-Parameter optimisation for Malware Detection},
author={ALGorain, Fahad T and Clark, John A},
year={2021}
}
}
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Citation (CITATION)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "ALGorain"
given-names: "Fahad"
orcid: "https://orcid.org/0000-0003-0547-1402"
- family-names: "Clark"
given-names: "John"
orcid: "https://orcid.org/0000-0002-9230-9739"
title: "Bayesian-Hyper-Parameter-Optimization-for-Malware-Detection"
version: 1.0.0
date-released: 2021-12-05
url: "https://github.com/fahadgorain/Bayesian-Hyper-Parameter-Optimization-for-Malware-Detection"
Bibtex
@misc{ALGorain2021,
author = {ALGorain, Fahad & Clark John},
title = {Bayesian Hyper Parameter Optimization for Malware Detection},
year = {2021},
publisher = {GitHub},
journal = {GitHub repository},
url= {https://github.com/fahadgorain/Bayesian-Hyper-Parameter-Optimization-for-Malware-Detection}
}