User Profile-based Caching in 5G Telco-CDNs. - Arian Soltani; Behzad Akbari; Nader Mokari (CloudNet, 2019)

Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems. - D'Jeff Kanda Nkashama; Arian Soltani; Jean-Charles Verdier; Marc Frappier; Pierre-Martin Tardif; Froduald Kabanza (CoRR, 2022)

Extended Abstract: Assessing Language Models for Semantic Textual Similarity in Cybersecurity. - Arian Soltani; D'Jeff K. Nkashama; Jordan F. Masakuna; Marc Frappier; Pierre-Martin Tardif; Froduald Kabanza (DIMVA, 2024)

Deep Learning for Network Anomaly Detection Under Data Contamination: Evaluating Robustness and Mitigating Performance Degradation. - D'Jeff K. Nkashama; Jordan F. Masakuna; Arian Soltani; Jean-Charles Verdier; Marc Frappier; Pierre-Martin Tardif; Froduald Kabanza (ESORICS Workshops (2), 2024)

Deep Learning for Network Anomaly Detection under Data Contamination: Evaluating Robustness and Mitigating Performance Degradation. - D'Jeff K. Nkashama; Jordan Masakuna Félicien; Arian Soltani; Jean-Charles Verdier; Pierre-Martin Tardif; Marc Frappier; Froduald Kabanza (CoRR, 2024)

Impact of Inaccurate Contamination Ratio on Robust Unsupervised Anomaly Detection. - Jordan F. Masakuna; D'Jeff Kanda Nkashama; Arian Soltani; Marc Frappier; Pierre-Martin Tardif; Froduald Kabanza (CoRR, 2024)

Streamlined and Resource-Efficient Estimation of Epistemic Uncertainty in Deep Ensemble Classification Decision via Regression. - Jordan F. Masakuna; D'Jeff K. Nkashama; Arian Soltani; Marc Frappier; Pierre-Martin Tardif; Froduald Kabanza (IEEE Trans. Emerg. Top. Comput. Intell., 2025)