GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
PCI DSS Compliance for AI Financial Data
Implement PCI DSS v4.0 controls for AI systems processing cardholder data on dedicated GPU servers covering network segmentation, encryption, logging, and scope reduction strategies.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
HIPAA-Style Data Protection for AI on UK Servers
Implement HIPAA-equivalent data protection controls for healthcare AI on UK GPU servers covering NHS DSPT alignment, Caldicott principles, encryption standards,…
Pen Testing Your AI Inference Stack
Guide to penetration testing AI inference deployments covering attack surface mapping, model-specific attacks, API security testing, infrastructure testing, and remediation…
AI Data Processing Agreement Template
Template and guidance for AI-specific data processing agreements covering controller-processor relationships, sub-processor clauses, model training restrictions, and UK GDPR requirements…
Access Control: RBAC for Self-Hosted AI
Implement role-based access control for self-hosted AI inference covering role design, API key management, policy enforcement, audit logging, and integration…
Gemma 2 vs Gemma 1: Google’s Model Evolution
Technical comparison of Google's Gemma 2 and Gemma 1 model families covering architecture updates, new size options, benchmark improvements, and…
Network Isolation for AI Inference Servers
Implement network isolation for AI inference servers covering VLAN segmentation, firewall rules, private subnets, zero-trust architecture, and monitoring for self-hosted…
Secure Model Download and Verification
Secure the AI model supply chain covering download verification, checksum validation, signature checking, repository trust, and safe deployment practices for…
Protecting Against Prompt Injection
Defence strategies against prompt injection attacks on self-hosted LLMs covering attack taxonomy, input filtering, output validation, architectural defences, and monitoring…
SSH Hardening for GPU Servers
Harden SSH access on dedicated GPU servers with key-only authentication, port changes, fail2ban, jump hosts, and session controls for AI…
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