| Robustness evaluation of deep unsupervised learning algorithms for intrusion detection systems D Nkashama, A Soltani, JC Verdier, M Frappier, PM Tardif, F Kabanza arXiv preprint arXiv:2207.03576, 2022 | 19 | 2022 |
| Streamlined and Resource-Efficient Estimation of Epistemic Uncertainty in Deep Ensemble Classification Decision via Regression JF Masakuna, DK Nkashama, A Soltani, M Frappier, PM Tardif, ... IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 | 3 | 2024 |
| User profile-based caching in 5G telco-CDNs A Soltani, B Akbari, N Mokari 2019 IEEE 8th International Conference on Cloud Networking (CloudNet), 1-6, 2019 | 3 | 2019 |
| Assessing Language Models for Semantic Textual Similarity in Cybersecurity A Soltani, DJK Nkashama, JF Masakuna, M Frappier, PM Tardif, ... International Conference on Detection of Intrusions and Malware, and …, 2024 | 2 | 2024 |
| Impact of Inaccurate Contamination Ratio on Robust Unsupervised Anomaly Detection JF Masakuna, DJK Nkashama, A Soltani, M Frappier, PM Tardif, ... arXiv preprint arXiv:2408.07718, 2024 | 1 | 2024 |
| Calibrated Uncertainty Quantification on Auto-Encoders for Anomaly Detection with Standard Deviation as Metric JF Masakuna, KN D'Jeff, A Soltani, M Frappier, PM Tardif, F Kabanza Authorea Preprints, 2023 | 1 | 2023 |
| Impact of Inaccurate Contamination Ratios on Robust Unsupervised Anomaly Detection: Experimental Investigation JF Masakuna, DK Nkashama, A Soltani, M Frappier, PM Tardif, ... Authorea Preprints, 2024 | | 2024 |
| Data Cleaning for Unsupervised Anomaly Detection JF Masakuna, AY Bouchouareb, DK Nkashama, A Soltani, M Frappier, ... Authorea Preprints, 2024 | | 2024 |
| Deep Learning for Network Anomaly Detection under Data Contamination: Evaluating Robustness and Mitigating Performance Degradation DJK Nkashama, JM Félicien, A Soltani, JC Verdier, PM Tardif, M Frappier, ... arXiv preprint arXiv:2407.08838, 2024 | | 2024 |
| Streamlined and Resource-Efficient Predictive Uncertainty Estimation of Deep Ensemble Predictions via Regression JF Masakuna, KN D'Jeff, A Soltani, M Frappier, PM Tardif, F Kabanza Authorea Preprints, 2023 | | 2023 |
| Enhancing Security Anomaly Alert Prioritization through Calibrated Standard Deviation Uncertainty Estimation with an Ensemble of Auto-Encoders JF Masakuna, DK Nkashama, A Soltani, M Frappier, PM Tardif, ... Authorea Preprints, 0 | | |
| Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems KN D’Jeff, A Soltani, JC Verdier, M Frappier, PM Tardif, F Kabanza | | |
Froduald KabanzaDepartment of Computer Science, University of SherbrookeEmail yang diverifikasi di usherbrooke.ca