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    <title>Amar Jandu: Insights</title>
    <link>https://amarsinghjandu.com/insights</link>
    <description>Principal architect across cloud, enterprise and operational technology: security architecture for national-scale critical infrastructure, AI security in OT, national grid intelligence and IT/OT convergence.</description>
    <language>en-au</language>
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      <title>The Holy Grail of Zero Trust in a Hybrid IT OT Environment</title>
      <link>https://amarsinghjandu.com/insights/post-10-zero-trust-hybrid-ot-it</link>
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      <description>Which zero trust principles survive contact with operational technology, and which will break your control systems if you apply them. Identity, segmentation and encryption reconsidered for hybrid IT/OT estates.</description>
      <pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate>
      <category>Zero Trust</category>
      <category>OT Security</category>
      <category>ICS</category>
      <category>Hybrid Architecture</category>
      <category>Identity</category>
      <category>Microsegmentation</category>
      <category>Network Security</category>
      <category>Critical Infrastructure</category>
      <category>Enterprise Architecture</category>
    </item>
    <item>
      <title>Challenges in a World of Machine Learning and AI</title>
      <link>https://amarsinghjandu.com/insights/post-09-adversarial-ml-ot-environments</link>
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      <description>Adversarial machine learning meets industrial control. Training-time poisoning, inference-time evasion and model extraction against OT anomaly detection, with the architectural and operational controls that build in robustness.</description>
      <pubDate>Tue, 18 Aug 2026 00:00:00 GMT</pubDate>
      <category>Adversarial ML</category>
      <category>Machine Learning Security</category>
      <category>OT Security</category>
      <category>ICS</category>
      <category>Anomaly Detection</category>
      <category>Model Poisoning</category>
      <category>Evasion Attacks</category>
      <category>AI Security</category>
      <category>Critical Infrastructure</category>
    </item>
    <item>
      <title>Edge Security and the Challenges of the Energy Transition</title>
      <link>https://amarsinghjandu.com/insights/post-08-smart-grid-edge-security</link>
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      <description>The traditional grid had thousands of controllable assets; the smart grid has millions. Securing distributed energy resources, virtual power plants and edge devices at a scale the existing security architecture was never designed for.</description>
      <pubDate>Tue, 28 Jul 2026 00:00:00 GMT</pubDate>
      <category>Smart Grid</category>
      <category>Distributed Energy Resources</category>
      <category>DER</category>
      <category>VPP</category>
      <category>Grid Security</category>
      <category>IoT Security</category>
      <category>NERC CIP</category>
      <category>Zero Trust</category>
      <category>Certificate Management</category>
      <category>Energy Transition</category>
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    <item>
      <title>Incident Response in OT Environments: Why Your SIEM Playbook Will Get People Killed</title>
      <link>https://amarsinghjandu.com/insights/post-07-ot-incident-response</link>
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      <description>In enterprise IT a bad incident response decision costs you an outage. In OT it can cost a life. Why SIEM playbooks do not transfer to operational environments, and what an OT-specific response capability has to look like.</description>
      <pubDate>Tue, 07 Jul 2026 00:00:00 GMT</pubDate>
      <category>Incident Response</category>
      <category>OT Security</category>
      <category>ICS</category>
      <category>SCADA</category>
      <category>Process Safety</category>
      <category>Industrial Cybersecurity</category>
      <category>SIEM</category>
      <category>Critical Infrastructure</category>
      <category>Energy Security</category>
    </item>
    <item>
      <title>Demilitarised Zones in Industrial Networks: Designing the OT DMZ That Actually Works</title>
      <link>https://amarsinghjandu.com/insights/post-06-ot-dmz-design</link>
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      <description>The OT DMZ is the most important zone in an industrial security architecture and the one most often designed by people who have never operated a control system. What a defensible design actually requires, broker by broker.</description>
      <pubDate>Tue, 16 Jun 2026 00:00:00 GMT</pubDate>
      <category>OT DMZ</category>
      <category>Industrial Networks</category>
      <category>IT/OT</category>
      <category>ICS Security</category>
      <category>Data Diodes</category>
      <category>Firewall Architecture</category>
      <category>Jump Hosts</category>
      <category>Defence-in-Depth</category>
      <category>ISA/IEC 62443</category>
    </item>
    <item>
      <title>Sovereign Cloud Architecture for Regulated Energy Operators: A Practical Design Guide</title>
      <link>https://amarsinghjandu.com/insights/post-05-sovereign-cloud-architecture-energy</link>
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      <description>A practical design guide for regulated energy operators adopting cloud without surrendering the control properties that regulation and operational safety demand: data residency, sovereignty boundaries, and assurance under IRAP and SOCI.</description>
      <pubDate>Tue, 26 May 2026 00:00:00 GMT</pubDate>
      <category>Cloud Architecture</category>
      <category>Sovereign Cloud</category>
      <category>Energy</category>
      <category>Critical Infrastructure</category>
      <category>Data Residency</category>
      <category>Zero Trust</category>
      <category>Regulated Industries</category>
      <category>Azure Government</category>
      <category>AWS GovCloud</category>
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      <title>The Narrow Case for AI in OT: Where Machine Learning Earns Its Place in Industrial Control</title>
      <link>https://amarsinghjandu.com/insights/post-04-narrow-case-for-ai-in-ot</link>
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      <description>Where machine learning genuinely earns its place in industrial control, and where it does not. Anomaly detection and predictive maintenance assessed honestly against the determinism and safety constraints of OT environments.</description>
      <pubDate>Tue, 05 May 2026 00:00:00 GMT</pubDate>
      <category>AI</category>
      <category>Machine Learning</category>
      <category>OT Security</category>
      <category>ICS</category>
      <category>Anomaly Detection</category>
      <category>Predictive Maintenance</category>
      <category>Industrial Control</category>
      <category>Critical Infrastructure</category>
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    <item>
      <title>Architecture Patterns for SCADA Modernisation Without Compromising Operational Safety</title>
      <link>https://amarsinghjandu.com/insights/post-03-scada-modernisation-architecture</link>
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      <description>The most dangerous moment for a control system is when someone decides to replace it. Architecture patterns for SCADA modernisation (migration strategy, historian placement, remote access) that preserve operational safety properties.</description>
      <pubDate>Tue, 14 Apr 2026 00:00:00 GMT</pubDate>
      <category>SCADA</category>
      <category>OT Architecture</category>
      <category>Energy Infrastructure</category>
      <category>Modernisation</category>
      <category>Defence-in-Depth</category>
      <category>Historian</category>
      <category>Remote Access</category>
      <category>ICS Security</category>
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    <item>
      <title>Threat Modelling Critical National Infrastructure: Beyond STRIDE</title>
      <link>https://amarsinghjandu.com/insights/post-02-threat-modelling-cni-beyond-stride</link>
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      <description>STRIDE was built to find bugs in software; critical national infrastructure has an adversary problem. A consequence-driven approach to threat modelling using PASTA, MITRE ATT&amp;CK for ICS, and process hazard analysis as first-class inputs.</description>
      <pubDate>Tue, 24 Mar 2026 00:00:00 GMT</pubDate>
      <category>Threat Modelling</category>
      <category>Critical Infrastructure</category>
      <category>ICS Security</category>
      <category>MITRE ATT&amp;CK for ICS</category>
      <category>PASTA</category>
      <category>CNI</category>
      <category>Risk Architecture</category>
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    <item>
      <title>Why IT/OT Convergence Is a Security Architecture Problem, Not an Engineering One</title>
      <link>https://amarsinghjandu.com/insights/post-01-itot-convergence-energy-security</link>
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      <description>Convergence is routinely treated as an engineering convenience problem when it is a security architecture problem. Why the Purdue Model still matters, how convergence projects break it, and what ISA/IEC 62443 actually demands of energy operators.</description>
      <pubDate>Tue, 03 Mar 2026 00:00:00 GMT</pubDate>
      <category>IT/OT</category>
      <category>Critical Infrastructure</category>
      <category>Energy Security</category>
      <category>ICS</category>
      <category>SCADA</category>
      <category>Architecture</category>
      <category>ISA/IEC 62443</category>
      <category>AI</category>
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