DMP: Spam Email Detection using Neural Networks

DPM (Data Management Plan) for the "Spam Email Detection using Neural Networks" project. Project for Data Stewardship 2025S, TU Wien. Dataset: For this project a lemmatized version of the "Spam mails" dataset was created and stored in a DBRepo database deployed by TU Wien. Full dataset DOI: 10.82556/bexb-5283 Train set DOI: 10.82556/9caz-8j64 Validation set DOI: 10.82556/b67z-7d36 Test set DOI: 10.82556/1qn4-mw15 Results: The results obtained from this project, including the trained neural network model, performance metrics, evaluation reports, and related artifacts, have been stored in TUWRD and are accessible via the following DOI: 10.70124/kzhm9-md089 Code: All notebooks, requirements, licence are available on GitHub or via de following DOI: 10.5281/zenodo.15298961

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-27
DOI
https://doi.org/10.5281/zenodo.15292365
Primary Topic
Spam and Phishing Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

DMP: Spam Email Detection using Neural Networks

Zenodo (CERN European Organization for Nuclear Research)
Spam and Phishing Detection
article

DMP: Spam Email Detection using Neural Networks

article en

Abstract

DPM (Data Management Plan) for the "Spam Email Detection using Neural Networks" project. Project for Data Stewardship 2025S, TU Wien. Dataset: For this project a lemmatized version of the "Spam mails" dataset was created and stored in a DBRepo database deployed by TU Wien. Full dataset DOI: 10.82556/bexb-5283 Train set DOI: 10.82556/9caz-8j64 Validation set DOI: 10.82556/b67z-7d36 Test set DOI: 10.82556/1qn4-mw15 Results: The results obtained from this project, including the trained neural network model, performance metrics, evaluation reports, and related artifacts, have been stored in TUWRD and are accessible via the following DOI: 10.70124/kzhm9-md089 Code: All notebooks, requirements, licence are available on GitHub or via de following DOI: 10.5281/zenodo.15298961

Zenodo (CERN European Organization for Nuclear Research)
TU Wien (AT)
Openalex Percentile: Top 41%
Spam and Phishing Detection
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