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Chukwunenye Amadi

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Open access Oct 2026

An Autonomous, Continuously-Learning Framework for Real-Time Cyber-Physical Threat Prevention in Legacy SCADA Systems

Supervisory Control and Data Acquisition (SCADA) systems remain the operational backbone of critical infrastructure, yet a vast installed base of legacy deployments was engineered for availability and determinism rather than security. These systems typically lack transport encryption, device authentication, and message...

Chukwunenye Amadi · 0 citations
Open access Oct 2026

AI-Based Security Posture Management as an Enabling Layer for Real-Time NIST Cybersecurity Framework Adherence: A Theory- Grounded Conceptual Framework

Critical infrastructure (CI) operators face a widening gap between the point-in-time, auditoriented mechanisms through which they demonstrate compliance with the NIST Cybersecurity Framework (CSF) and the continuous, machine-speed dynamics of the environments those mechanisms are meant to protect. This article develops...

Chukwunenye Amadi · 0 citations
Open access Sep 2026

Semantic De-Duplication of Shared Cyber Threat Indicators using Large Language Model Embeddings

As defence agencies, allied partners, and cybersecurity firms exchange threat intelligence, the same indicator is frequently reported many times in slightly altered form, producing large-scale duplication across intelligence repositories. Traditional de-duplication relies on exact matching using hashes or literal text...

Abolaji Adebayo, Chukwunenye Amadi, Ayokunle Olamide Ijagbemi · 0 citations
Review Open access Sep 2026

Natural Language Processing for Real-Time Semantic Correlation of Shared Cyber Threat Indicators in National Defense

Defense intelligence systems receive continuous streams of natural-language threat reports in which the same event is frequently described using different terminology, structure, and coded language. Traditional keyword systems classify such reports as unrelated, fragmenting the intelligence picture and delaying coordin...

Chukwunenye Amadi, Abolaji Adebayo, Ayokunle Olamide Ijagbemi · 0 citations
Review Open access Sep 2026

The Compliance Gap: Why Audit-Based Cybersecurity Models Fail Critical Infrastructure and the Case for Continuous Control

A conceptual review argues that this model is structurally incapable of guaranteeing security in modern CI environments and develops the case for a transition to continuous monitoring and continuous control and traces the intellectual and regulatory lineage of the alternative.

Chukwunenye Amadi · 0 citations

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