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Author

Kolchin Rustam

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Open access Aug 2026

Development and Implementation of the Mail Security Guardian (MSG) System for Multi-Layer Proactive Email Protection Against Spam, Phishing and Malware

Electronic mail remains the primary delivery mechanism for spam, phishing, business email compromise (BEC), and malware in enterprise environments. Existing Secure Email Gateways (SEGs) based on signature filtering and post-delivery analysis achieve approximately 0.91 F1-score under production conditions – a performanc...

Kolchin Rustam · 0 citations
Review Aug 2026

Transition from Periodic Security Assessments to Continuous Vulnerability Management Frameworks

The article examines the transition from scheduled security assessments to continuous vulnerability management frameworks in enterprise environments with unstable external exposure and explains why periodic assessment loses completeness when asset states change between review cycles.

Kolchin Rustam · 0 citations

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