simlab-vs/meajor_cleaned_preprocessed
Dataset Card for MeAJOR: Merged email Assets from Joint Open-source Repositories The MeAJOR dataset was created with multi-source legitimate emails and malicious emails from different attack campaigns to enable a more reliable phishing detection. MeAJOR provides a total of 108685 data samples, in preprocessed format with engineered features suitable for the training, validation, and testing of ML and DL models. Dataset Details The dataset was created at GECAD… See the full description on the dataset page: https://huggingface.co/datasets/simlab-vs/meajor_cleaned_preprocessed.
Dataset Card for MeAJOR: Merged email Assets from Joint Open-source Repositories
The MeAJOR dataset was created with multi-source legitimate emails and malicious emails from different attack campaigns to enable a more reliable phishing detection. MeAJOR provides a total of 108685 data samples, in preprocessed format with engineered features suitable for the training, validation, and testing of ML and DL models.
Dataset Details
The dataset was created at GECAD, ISEP, Polytechnic of Porto. It contains data collected from publicly available spam email and phishing email datasets:
TREC-05 TREC-06 TREC-07 Nazario Phishing Corpus Nigerian Fraud The dataset contains the email messages anonymized, source dataset and label (0 = benign; 1 = phishing). It also contains several extracted features suitable for email phishing attack detection. The email messages are anonymized using Entity Removal, with tokens replacing them, enclosed between square brackets. The tokens are as follow: [PGP], [EMOJI], [SYMBOL], [NAME], [USERNAME], [INITIALS], [EMAILADDRESS], [PHONENUMBER], [ADDRESS], [ORGANIZATION], [URL], [IPADDRESS], [FILEPATH], [FILENAME], [FILE], [DATE], [TIME], [FINANCIALINFO], [PRODUCT], [REFERENCE_NUMBER].
- License: CC-BY-4.0
Dataset Sources [optional]
- Repository: https://zenodo.org/records/18471483
- Paper: https://arxiv.org/abs/2507.17978v2