The curious case of machine learning in malware detection S Saad, W Briguglio, H Elmiligi arXiv preprint arXiv:1905.07573, 2019 | 47 | 2019 |
Machine learning in precision medicine to preserve privacy via encryption W Briguglio, P Moghaddam, WA Yousef, I Traoré, M Mamun Pattern Recognition Letters 151, 148-154, 2021 | 18 | 2021 |
UN-AVOIDS: unsupervised and nonparametric approach for visualizing outliers and invariant detection scoring WA Yousef, I Traoré, W Briguglio IEEE Transactions on Information Forensics and Security 16, 5195-5210, 2021 | 16 | 2021 |
Jsless: A tale of a fileless javascript memory-resident malware S Saad, F Mahmood, W Briguglio, H Elmiligi Information Security Practice and Experience: 15th International Conference …, 2019 | 12 | 2019 |
Classifier calibration: with application to threat scores in cybersecurity WA Yousef, I Traore, W Briguglio IEEE Transactions on Dependable and Secure Computing, 2022 | 6 | 2022 |
The curious case of machine learning in malware detection. arXiv 2019 S Saad, W Briguglio, H Elmiligi arXiv preprint arXiv:1905.07573, 0 | 6 | |
Interpreting Machine Learning Malware Detectors Which Leverage N-gram Analysis W Briguglio, S Saad Foundations and Practice of Security: 12th International Symposium, FPS 2019 …, 2020 | 3 | 2020 |
Machine Learning Interpretability in Malware Detection WR Brigugilio University of Windsor (Canada), 2020 | 1 | 2020 |
Federated Supervised Principal Component Analysis W Briguglio, WA Yousef, I Traoré, M Mamun IEEE Transactions on Information Forensics and Security, 2023 | | 2023 |
Unsupervised and nonparametric approach for visualizing outliers by invariant detection scoring WA Yousef, I Traoré, WR Briguglio US Patent App. 17/710,635, 2022 | | 2022 |