Kubernetes misconfigurations can create runtime pathways for lateral movement, unauthorized service access, and privilege escalation, yet reliable detection remains difficult because cloud-native telemetry is highly imbalanced and may vary across datapath observation points. This study evaluated Hubble/eBPF network tel...
Andrew Oppong-Asante, B. Kyiewu, Clinton Amponsah et al.· Journal of Computer Virology...· 0 citations
The findings demonstrate the limitations of the current heuristic integration and support further research on dynamic task assignment, controlled component evaluation, stronger collision-avoidance mechanisms, learned communication, and end-to-end MARL training.
B. Kyiewu, Clinton Amponsah, Linda Bessa-Simons et al.· Discover Robotics· 0 citations
The growth in use of machine-learning based intrusion detection systems (IDS), however, also raises critical issues of transparency, trust, and accountability due to the fact that most of the top performing models are "black box" models. Lack of ability to provide explanation of detection decisions severely limits the...
Clinton Amponsah, B. Kyiewu, Andrew Oppong-Asante et al.· Journal of Information Techn...· 0 citations
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