isotlaboratory
Popular repositories
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Healthcare-Security-Analysis-MLE
Healthcare-Security-Analysis-MLE PublicOfficial repo of the article: Briguglio, W., Moghaddam, P., Yousef, W. A., Traore, I., and Mamun, M. (2021) "Machine Learning in Precision Medicine to Preserve Privacy via Encryption". arXiv Prepri…
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ClassifierCalibration-Code
ClassifierCalibration-Code PublicOfficial repo of the article: Yousef, W. A., Traore, I., and Briguglio, W. (2021), "Classifier calibration: with implications to threat scores in cybersecurity", arXiv Preprint, arXiv:2102.05143.
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UNAVOIDS-Code
UNAVOIDS-Code PublicOfficial repo of the article: W. A. Yousef, I. Traoré and W. Briguglio, "UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring," in IEEE Transa…
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Repositories
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- FeS-PCA-Code Public
Repository containing a Python script that can be imported to evaluate FeS-PCA and its variants. The unfederated counterparts are also available for comparison.
- UNAVOIDS-Code Public
Official repo of the article: W. A. Yousef, I. Traoré and W. Briguglio, "UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring," in IEEE Transactions on Information Forensics and Security, vol. 16, pp. 5195-5210, 2021, doi: 10.1109/TIFS.2021.3125608.
- ClassifierCalibration-Code Public
Official repo of the article: Yousef, W. A., Traore, I., and Briguglio, W. (2021), "Classifier calibration: with implications to threat scores in cybersecurity", arXiv Preprint, arXiv:2102.05143.
- Healthcare-Security-Analysis-MLE Public
Official repo of the article: Briguglio, W., Moghaddam, P., Yousef, W. A., Traore, I., and Mamun, M. (2021) "Machine Learning in Precision Medicine to Preserve Privacy via Encryption". arXiv Preprint, arXiv:2102.03412.
- rtdl Public Forked from yandex-research/rtdl
The `rtdl` library + The official implementation of the paper "Revisiting Deep Learning Models for Tabular Data"
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