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AI Security Posture Management: The Visibility Layer Every Enterprise Is Missing

AI Security Posture Management: The Visibility Layer Every Enterprise Is Missing

The Gap That Made AISPM Inevitable A decade ago, organizations deployed cloud workloads faster than their security teams could track them. Misconfigured S3 buckets. Exposed storage accounts. Orphaned compute instances…
Posted by PravinKarthik May 16, 2026
The End of Theoretical Risk: AI-Driven Exploit Weaponisation

The End of Theoretical Risk: AI-Driven Exploit Weaponisation

The Regime Change No One Was Ready For Security programmes have historically operated on a foundational assumption: between vulnerability discovery and exploit weaponisation, defenders had time. Days, sometimes weeks. That…
Posted by PravinKarthik May 12, 2026
NIST AI RMF — The Governance Capstone for Enterprise AI

NIST AI RMF — The Governance Capstone for Enterprise AI

Why This Piece Exists Nine pieces. Nine distinct threat vectors. One series that documented everything an attacker can do to your AI systems — and everything a defender must build…
Posted by PravinKarthik May 11, 2026
The Ungoverned Machine – Shadow AI Risk and the Enterprise Governance

The Ungoverned Machine – Shadow AI Risk and the Enterprise Governance

Shadow AI and the Ungoverned Threat Within Start Here — A Simple Question Before you read further: Do you know — with evidence — which AI tools your employees used…
Posted by PravinKarthik April 30, 2026
Beyond Detection: Engineering the AI Incident Response Control Plane

Beyond Detection: Engineering the AI Incident Response Control Plane

This Is Not an Incident Response Problem We built Incident Response for systems that fail deterministically. Something executes Something breaks Something is logged AI systems do none of this. They:…
Posted by PravinKarthik April 14, 2026
Beyond Prompts: Engineering the LLM Security Control Plane

Beyond Prompts: Engineering the LLM Security Control Plane

Introduction As organizations operationalize large language models (LLMs) across customer support, code generation, decision support, and autonomous agents, the attack surface has expanded beyond traditional application boundaries. Unlike conventional software…
Posted by PravinKarthik April 3, 2026
Guide to AI Red Teaming with MITRE ATLAS

Guide to AI Red Teaming with MITRE ATLAS

Why This Piece Had to Come After the Attack Series Over the last five pieces in this series, TheCyberThrone has documented the attack surface of enterprise AI — RAG poisoning,…
Posted by PravinKarthik March 27, 2026
The Script Behind the Stage: Prompt Leaking and the Secrets Your AI Holds

The Script Behind the Stage: Prompt Leaking and the Secrets Your AI Holds

The Assumption That Built the Vulnerability Every enterprise AI deployment runs on a system prompt. It is the hidden instruction set that defines the AI's identity, constraints, permissions, and behavior.…
Posted by PravinKarthik March 22, 2026

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