GPU Security Broken , Enterprise Layers Are Merging , AI Hit

**TL;DR** - GPU security fundamentally broken on current hardware; enterprise security layers consolidating; AI spear-phishing attacks hit new sophistication level.

The 10-Second Pitch

• GPU driver security years behind CPU security - GPU memory can be accessed via DMA attacks without kernel involvement
• Enterprise security vendors consolidating - point solutions being absorbed by platform vendors
• AI-powered spear-phishing now personalizes attacks using public data, LinkedIn profiles, and previous breach dumps

Setup in 3 Steps

1. Enable IOMMU on systems where GPU DMA attacks are a concern - it is a BIOS setting most people never touch

2. If buying security tools, prefer platform solutions over point solutions - consolidation trend accelerating

3. AI spear-phishing personalization is the new normal - assume attackers know everything you have publicly posted

**Example Prompt:**

Design a GPU security architecture that protects against DMA attacks while maintaining performance for ML workloads.

Verdict

GPU security is most underappreciated attack surface in modern enterprise infrastructure.