13 citations · 24 across the 4 of their papers we have counts for
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cs.CR2025
Interpretable Ransomware Detection Using Hybrid Large Language Models: A Comparative Analysis of BERT, RoBERTa, and DeBERTa Through LIME and SHAP
Elodie Mutombo Ngoie, Mike Nkongolo Wa Nkongolo, Peace Azugo +1
Ransomware continues to evolve in complexity, making early and explainable detection a critical requirement for modern cybersecurity systems. This study presents a comparative anal…
cs.CR2023
Stacking an autoencoder for feature selection of zero-day threats
Mahmut Tokmak, Mike Nkongolo
Zero-day attack detection plays a critical role in mitigating risks, protecting assets, and staying ahead in the evolving threat landscape. This study explores the application of s…
cs.CR2023★ 13 cited
Zero-Day Threats Detection for Critical Infrastructures
Mike Nkongolo, Mahmut Tokmak
Technological advancements in various industries, such as network intelligence, vehicle networks, e-commerce, the Internet of Things (IoT), ubiquitous computing, and cloud-based ap…