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DJeff Kanda Nkashama
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A revealing large-scale evaluation of unsupervised anomaly detection algorithms
M Alvarez, JC Verdier, DJK Nkashama, M Frappier, PM Tardif, F Kabanza
arXiv preprint arXiv:2204.09825, 2022
122022
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
62022
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
12023
Redesigning Electronic Health Record Systems to Support Developing Countries
JM Tshimula, DJK Nkashama, K Kalala, MV Dialufuma, M Mukendi Didier, ...
Proceedings of the 2023 7th International Conference on Medical and Health …, 2023
12023
Characterizing Financial Market Coverage using Artificial Intelligence
JM Tshimula, DJK Nkashama, P Owusu, M Frappier, PM Tardif, ...
arXiv preprint arXiv:2302.03694, 2023
12023
The drawback of binary labeling for the evaluation of unsupervised intrusion detection algorithms
JC Verdier, DJK Nkashama, M Frappier, PM Tardif, F Kabanza
Marc and Tardif, Pierre-Martin and Kabanza, Froduald, The Drawback of Binary …, 0
1
A Short Survey of Human Mobility Prediction in Epidemic Modeling from Transformers to LLMs
CN Mayemba, DJK Nkashama, JM Tshimula, MV Dialufuma, JT Muabila, ...
arXiv preprint arXiv:2404.16921, 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
Assessing Language Models for Semantic Textual Similarity in Cybersecurity
A Soltani, DJK Nkashama, JF Masakuna, M Frappier, PM Tardif, ...
Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems
KN D’Jeff, A Soltani, JC Verdier, M Frappier, PM Tardif, F Kabanza
The Anomaly Detection Systems defense weaponry for internal cyber threats in Industrial Control Systems
T Ecarot, DK Nkashama, M Frappier, PM Tardif
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