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The Model Context Protocol's Security Debt Is Already Piling Up
MCP's rapid enterprise adoption has outpaced its security design. The protocol was built to solve an integration problem, not a security one — and the debt is accumulating faster than the ecosystem can audit it.
CipherWatch Editorial
Security Intelligence Platform
AI Inference Frameworks Are a First-Class Attack Surface — and Most Enterprises Are Treating Them Like Research Tools
Two critical AI inference framework vulnerabilities disclosed this week — one exploited within 13 hours, one scoring CVSS 9.8 — reveal an uncomfortable truth: the AI toolchain has become enterprise infrastructure, but most security programmes are still treating it like a research curiosity. That gap is now being actively exploited.
CipherWatch Editorial
Security Intelligence Platform
The Shared Responsibility Model Is a Liability Shield, Not a Security Framework
McGraw Hill's statement that its Salesforce breach 'appears to be part of a broader issue involving a misconfiguration within Salesforce's environment' exposes what the shared responsibility model actually is: a contractual arrangement that tells you who to blame after a breach, not a security control that prevents one.
CipherWatch Editorial
Security Intelligence Platform