Cyber Defense Digital Twins: A Federated Learning and Zero-Trust AI Architecture for Autonomous Threat Prediction and Response (2028)

Status: pending Scraped: 2026-08-12 Source: crossref Relevance: Background

Authors: Sivaramakrishnan Narayanan

Abstract

Modern enterprise networks operate under persistent threats that exploit cloud-native misconfigurations, identity sprawl, and API vulnerabilities at machine speed. Existing security operations center (SOC) architectures remain largely reactive, signature-dependent, and incapable of predicting multi-…

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